See what is slowing your business down. Then fix it.
See what is happening now. Know what to fix first. Deploy AI agents to do the approved work.
Business visibilityLive demo
StorefrontAccountingCRMAP inbox
Invoices past due118
Vendors auto-matched145
Duplicate bill caught 396 duplicates stopped before posting
Review →
AP agent ready575 vendor bills matched this month; each one waits for a person to approve.
Awaiting approval
Audit record: every decision is written here.
Demo workspace · illustrative dataTry it: approve or park the proposal.
01Read only first
02Connect 2–3 systems
03AI agents with approval controls
04Initial findings before action
See it working
An AI agent stops a duplicate bill before it posts. You make the call.
This is the real Luminorix workspace, not a mock-up. The bookkeeping agent checks today's bills against what already posted, holds the one that doesn't belong, and waits for a person to decide.
1It reads the systems you already use.
2It flags what needs attention, with the reason.
3Nothing moves until you approve it.
Demo workspace · illustrative data
Your business has the answers. They are scattered across too many systems.
Answers arrive too late
Data does not agree
Reporting is manual
Important issues stay hidden
Try it
What would Luminorix find in your business?
Pick the kind of business you run. This is what an AI agent reads first, read-only, what it looks for, and the work it can take on once you approve.
01It reads, read-only
02It looks for
03AI agents that apply
14 days free. Read-only first. A person approves before anything moves.
How companies use Luminorix
See what needs attention. Help get the work done. Learn and improve.
Luminorix connects the systems you already use, turns scattered signals into a clear operating picture, and deploys AI agents against the work worth automating. Every action is measured so the business gets better with each cycle.
Luminorix connects the systems you already use, read-only, builds one operating picture of how the business is actually running, and ranks what needs attention by urgency and business impact, not by which system raised it.
Connect 2–3 systems read-only. No rip and replace.
ConnectOne view across key systemsObserveGaps and risks made visiblePrioritizeIssues ranked by impact
Automation
Help get the work done.
Issue detected, action recommended, human approval, Luminorix acts, action recorded. Nothing sensitive moves without a person, and every action lands on the audit record.
394 bills fall outside the rules — duplicates, credit memos, missing purchase orders — and go to a person.
513Agent action
394Human review
Approve 513Review 394
Optimization
Learn and continuously improve.
Every outcome becomes shared operating memory. Corrected once, remembered, handled your way next time: fewer false exceptions and less human intervention as the business runs.
Continuous performance improvementLearning from results
01Measure resultActual vs. baseline
02Evaluate evidenceWhat created value
03Refine decisionImprove the next action
Outcome evidenceCurrent cycle
Vendor emails handled~1,500per month
Bills posted by the agent575August
Approved by a person100%every post
Next-cycle recommendationReady
CONTROL UPDATE
Raise the automatic match threshold
575 bills matched and 396 duplicates caught last month; exceptions still route to a person.
Reverts available943
Customer story · Pipette.com
Show the business case, not simply the technology.
Pipette.com · scientific-supplies e-commerce
The challenge
Growth had outrun the back office.
65,000 customers, 23,000 products, about 700 orders a month — and every vendor bill keyed by hand, price files applied manually, and leadership seeing reports instead of the business.
Every vendor bill keyed by handPrice files applied manuallyReports, not the business
The Luminorix response
Connect the picture. Quantify the gaps. Automate approved work.
1Connected Odoo, the storefront, the CRM, the AP mailbox and Teams — read-only.2Put an agent on each recurring job: payables, receivables, pricing, chat, phone.3Kept a person on every approval, with one-click rollback on every change.
575Bills entered by the AP agent in August5,708Approved catalog & price actions943One-click reverts — nothing irreversible145Vendors the AP agent learned to match
Find out what your business is not showing you.
Start with a focused, low-risk Business Visibility Assessment.
How Luminorix works · Intelligence
From fragmented systems to a clear path forward.
Your business systems already contain the signals you need. Luminorix brings them together, shows what is happening now, and ranks what deserves attention before an agent takes action.
Read-only firstSecure API connectionsNo rip and replaceCustomer-controlled action
01 · Connect and observe
Ten systems. One operating picture.
One-way API connections bring the agreed data into Luminorix. During the visibility phase, source systems remain unchanged.
Start with a focused, read-only Business Visibility Assessment.
How Luminorix works · Automation
Turn visible problems into controlled action.
Luminorix converts observed risks, gaps, and recurring work into clear agent assignments. Agents complete the routine tasks. People stay involved wherever judgment, ambiguity, or risk requires them.
Start with low-risk workHuman approval controlsEvery action logged
Automation control centerSupervised mode
OBSERVED INBOX1,524 AP emails in AugustAP TEAMMATE (NIKA)Extract · match · queue · post
Routine workAgent handles
APExtract and vendor-match the bill145 vendors learned; PO and receipt matchedComplete
APQueue for one-click approvalPosts to the ledger only after a person confirmsComplete
Questionable workHuman decides
!Possible duplicate163 caught in August before postingReview
!Credit memo, not a billRecognised and routed to accountingReview
Phase 1 · Supervised automation
Let agents handle the easy work first.
Start where the work is repetitive, the rules are clear, and the downside is limited. Luminorix agents complete tasks within approved boundaries and route exceptions back to the right person.
513 of August’s 909 extracted bills were approved and posted — within policy, with a person confirming each one.
Held for a person43%
Person reviews the decision
394 were held: duplicates (163), credit memos, missing purchase orders, anything the agent was not sure about.
PermissionsWhat the agent may accessThresholdsWhen the agent may actApprovalsWhat requires confirmationEscalationsWho receives exceptions
Phase 2 · Optional
Automate the process end to end.
Once the rules are stable and the results are proven, Luminorix can coordinate agents across an entire repeatable process. People define the policy and review performance instead of touching every transaction.
1Expand only after measured success2Keep material exceptions with people3Monitor outcomes and adjust thresholds
Example process · Invoice to cashEnd-to-end agent orchestration
DetectInvoice becomes overdue
ValidateTerms and account checked
ContactApproved outreach sent
Follow upCommitment tracked
ReconcilePayment matched
LearnNext action improved
Human touchExceptions onlyAgent coverageComplete processControlPolicy remains yours
Business outcomes
Automation should improve the business—not simply increase activity.
01
Reduce risk
Apply policies consistently and route material exceptions to people.
02
Improve efficiency
Complete routine work faster without adding handoffs or queues.
03
Lower operating cost
Redirect skilled employees from repetitive tasks to higher-value work.
04
Respond faster
Act when the issue appears instead of waiting for the next report.
See the problem. Set the rules. Let the agents do the work.
Start with visibility, then automate the work that is safe and valuable to hand off.
How Luminorix works · Optimization
Every action teaches the business how to run better.
Luminorix measures what happened after each recommendation and agent action. It uses that evidence to remove unnecessary work, reduce risk, improve cash flow, and expand capacity without equivalent growth in overhead.
Measured against a baselineControls improve with evidencePeople retain oversight
Turn operating evidence into the next better decision.
Intelligence shows the problem. Automation shows what happens when the business acts. Optimization compares the result to the baseline and recommends what should change next.
Evidence inLive business signals
Issues and prioritiesCompleted agent actionsHuman approvals and exceptionsFinancial and operational results
Luminorix learning layer
Measure. Compare. Learn.
Every outcome improves the operating model.
Improvements outRanked by value
Margin guard on price changes27 vendor price updates stopped because they would have cut marginDuplicate detection tightened396 duplicate bills caught before posting, 163 of them in AugustCredit memos recognised35 credit memos routed to accounting instead of being booked as billsOne-click revert kept on every change943 catalog and price changes rolled back the moment someone disagreed
WHAT CHANGED?Compare results with the baselineWHAT CREATED VALUE?Separate signal from activityWHAT IMPROVES NEXT?Refine the process and controls
A leaner operating model
Reduce redundant work. Increase useful capacity.
Luminorix identifies where people are repeating tasks, reviewing low-risk work, or moving information between systems. The goal is not automation for its own sake. It is a simpler operating model with fewer handoffs and more time for work that creates value.
~1,500Vendor emails read, matched and routed by the AP agent each month at our reference customer — the team’s time moved from data entry to review and exceptions.
Monthly manual workload by functionReference customer, monthly volumes handled by agents
Reporting — daily numbers to Teamslive
Payables — 575 bills / monthlive
Receivables — ~190 follow-ups / monthlive
Storefront chat + phone — 24/7live
Baseline manual workOptimized human work
Cash and control
Improve financial performance while reducing operating risk.
Optimization keeps attention on the outcomes leadership cares about: cash released, leakage reduced, exceptions controlled, and decisions made earlier.
Cash performanceCurrent optimization cycle
Invoices followed up191in AugustDistinct invoices worked393since MayDuplicates caught396before posting
Improve controls using evidence from real outcomes.
03
Improve cash flow
Act earlier on receivables, leakage, and working capital.
04
Scale capacity
Grow without equivalent increases in overhead.
Make every operating cycle better than the last.
Start with visibility. Automate carefully. Optimize with evidence.
AI agents deployed around real work
Hire your AI team.
Start with a ready-made team or assemble roles around the work slowing your business down. Each agent works across the systems you already use, operates within defined permissions, and returns exceptions and judgment calls to your team.
AI team control centerActive oversight
CEO
AI CEO / Business ManagerCoordinates priorities, agents, and exceptions
Team lead
BKBookkeepingReconcile and report
ARCollectionsRecover overdue cash
EAExecutive supportPrepare and follow up
CSCustomer supportResolve and escalate
Ready-made teams
Pick a team. Or build your own.
Begin with a proven combination of roles, then add or remove agents as your needs change. The team is organized around recognizable jobs and measurable work—not abstract AI capabilities.
1 role
CEO
A single operating partner that monitors the business, surfaces priorities, and coordinates action.
2 roles
Back Office
AI CEO and Bookkeeping support for daily operating visibility and cleaner financial workflows.
3 rolesPopular
Back Office + Assistant
Add executive support to keep priorities, communication, and follow-through moving.
4 roles
Back Office + Sales
Connect operating visibility, finance, collections, and lead follow-up in one coordinated team.
10 roles
Full Team
Cross-functional agent coverage for a growing business with complexity across departments.
5 roles
Dental Practice Team
Operational, administrative, and revenue-cycle support built around a dental practice.
6 roles
Real Estate Team
Support for lead response, transaction follow-through, communication, and office operations.
4 roles
E-commerce Support Team
Customer, order, retention, catalog, and operational support connected to your commerce stack.
4 roles
Lending Team
Lead engagement, document follow-through, collections, and operating coordination for lending teams.
Role library
Every role, one page.
Browse the full role library, tick the roles you want, and they come with you into your assessment request.
Put an AI agent against the work slowing you down.
Start with a business problem, define the controls, and deploy the right roles with the Luminorix team.
Role library
Fine-tune the roles around your business.
BK
Accounting / Bookkeeping
Bookkeeper & Accounting Agent
Keeps your books tidy: categorizes transactions, reconciles accounts, chases missing receipts, and gives you a plain-English read on cash flow and month-end—connected to your accounting system.
Confirms before writing anything
AR
AR / Collections
AR / Collections Agent
Chases overdue invoices professionally. Sends reminders, negotiates promise-to-pay dates, logs commitments, and escalates the hard ones—recovering cash without awkward calls.
Escalates exceptions to your team
EA
Assistant / Chief of Staff
Executive Assistant
Triages email, drafts replies, schedules and follows up, prepares briefs, and chases loose ends—so the owner and team can focus on the work only they can do.
Works within your defined permissions
CEO
CEO / Operations
AI CEO / Business Manager
Delivers a morning brief on sales, cash, and open issues; watches KPIs; flags what is off; chases loose ends; and coordinates your other agents from one place.
People retain approval and control
CM
E-commerce Catalog & Merchandising
Catalog & Merchandising Agent
Writes accurate, on-brand product descriptions and titles, proposes categorization and attributes, and prepares merchandising updates grounded in real product data.
Stages changes for review before launch
OS
E-commerce Order Support
Order & WISMO Support
Answers “where is my order” using real tracking and delivery information, and handles permitted address or order edits from your store and shipping systems.
Verifies the customer before sharing data
RW
E-commerce Retention
Retention & Win-back Agent
Runs personal post-purchase follow-up, review requests, replenishment nudges, and warm win-back for lapsed customers—all grounded in real order history.
Honors consent and unsubscribe rules
RX
E-commerce Returns & Exchanges
Returns & Exchanges Agent
Confirms eligibility from the real order, issues instructions and labels, sets up exchanges or credit, and logs every case with its reason.
Operates within your return policy
LC
Legal / Contracts
Legal / Contracts Assistant
Reviews agreements, flags risky or missing clauses, drafts standard documents, and answers day-to-day contract questions grounded in your templates and policies.
Supports—but does not replace—legal counsel
SEO
Marketing / SEO
Marketing & SEO Agent
Drafts posts, product copy, and emails in your voice, plans keywords, and maintains a steady publishing cadence—so marketing happens even when the team is busy.
Content remains reviewable before publishing
RCM
Medical Billing / RCM
Medical Billing / Denied-Claims Agent
Reviews denied and underpaid claims, identifies the denial reason, drafts appeals with the right codes and documentation, and tracks follow-up.
Routes clinical and judgment calls to people
SDR
Sales + Discovery
Sales & Discovery Agent
Greets inbound leads, answers offering questions, gathers requirements, qualifies fit, and books meetings or hands warm opportunities to your team.
Trained on your offering and handoff rules
SP
Sourcing / Operations
Sourcing & Procurement Agent
Reaches out to suppliers, gathers and compares quotes, chases lead times, and drafts purchase orders—reducing the inbox work behind buying.
Purchase commitments require approval
CS
Support
Customer Support Agent
Answers customer questions across web and messaging channels using your help content and policies, then escalates what it cannot resolve.
Uses your policies and escalation rules
Put an AI agent against the work slowing you down.
Start with a business problem, define the controls, and deploy the right roles with the Luminorix team.
Security & Trust
Your data stays protected. Your team stays in control.
Luminorix begins by observing, not acting. Access is limited to the systems and information required for the approved use case, and agents move into action only within the permissions and approval rules your team defines.
✓Read only first✓Scoped system access✓Human approval controls✓Exceptions return to people
Start safely. Expand only when confidence is earned.
Security is part of the customer journey, not a final checklist. Luminorix limits initial exposure, proves value through observation, and introduces automation deliberately. Below is what is actually in place today — enforced in code, not in a prompt.
01
Credentials encrypted, never returned
Every key you paste is encrypted with AES-256 in a vault with a per-record IV. No API, agent or person can read it back; it is used, live-tested on save, and removable by you in one click.
02
One workspace per customer
Your tenant id is pinned on the server for every tool an AI agent calls. Knowledge and memory are scoped per workspace and deny-by-default; cross-workspace identifiers are blocked by the runtime guard.
03
Guardrails in the runtime
Prompt-injection defence, secret redaction in both directions, PII masking (email, phone, SSN, card), read-only tools by default, and a security policy that cannot be overridden by a conversation.
04
Approval before any write
Posting a bill, changing a price, sending to a customer: each is a gated write with a person confirming, and price and catalog changes carry a one-click revert (943 used at our reference customer).
Controls at every stage
Trust grows with the operating journey.
Each stage adds capability only after the previous stage has established context, priorities, and clear operating boundaries.
Intelligence
See clearly with limited risk.
Connect two or three priority systems
Begin with read only access
Identify gaps, risks, and hidden issues
Review findings before taking action
Automation
Act safely inside approved limits.
Deploy agents against defined work
Set permissions and approval thresholds
Keep people on judgment calls
Escalate exceptions instead of guessing
Optimization
Improve controls using evidence.
Measure completed actions and outcomes
Learn where automation is reliable
Review changes to policies and limits
Expand autonomy deliberately
For security and IT teams
Bring the right questions into the room.
We document the intended use case, data flow, required access, agent permissions and approval model with your business, security and technology stakeholders before deployment. Sub-processors today: Anthropic and OpenAI (models), Cartesia (voice), Cloudflare (edge), Microsoft and Google (only when you connect Teams, Analytics or Ads). Your own systems are reached only through their APIs, with your credentials.
Evidence over badges. No certification is claimed today: SOC 2 controls and policies are in place and Type I readiness is in progress. The customer portal API alone ships with 68 automated tests that run green on every release; every platform service carries its own suite. Compliance evidence, privacy terms and regional requirements are confirmed with the Luminorix team for your use case.
What information can Luminorix access?
Only the systems you connect, through their APIs, with the credentials you choose — read-only by default. Nothing is scraped and nothing is copied out of your systems except what a agent needs for the approved job.
What can an AI agent change?
Nothing, until you enable a write. Even then each post, send or price change is a gated action with a person approving, an audit entry, and — for catalog and price changes — a one-click revert.
When does a person remain involved?
At every approval gate, and whenever work is uncertain, sensitive, exceptional or outside policy — the agent escalates instead of guessing. At our reference customer that is a person approving each of ~575 bills a month.
How do we evaluate the deployment?
Together: architecture and data flow, the exact connectors and their scopes, the access model, the agent controls, the audit log, and the security documentation we have — plus a live walk-through of your own workspace.
Security review
A practical review package for your team.
The exact evidence provided depends on the use case, systems, data, and regulatory requirements.
Architecture and data flowConnector and access scopeAgent permissions and approvalsPrivacy and data handlingException and escalation modelAudit log sampleTest-suite evidenceSub-processor list
Start with a use case your team can trust.
Define the problem, scope the access, review the controls, and prove value before expanding automation.
About Luminorix
Every business runs on work that software never touched.
The follow-ups, the reconciliations, the exceptions and the reports nobody has time to write. Luminorix connects the systems a business already runs, shows what actually needs attention, and puts AI agents against that work — with a person approving anything that matters.
What Luminorix does
See what needs attention. Help get the work done. Learn and improve.
Intelligence
See what needs attention.
Connect two or three core systems read-only. Luminorix builds one operating picture of how the business is actually running and ranks what needs attention by urgency and business impact, not by which system raised it.
Automation
Help get the work done.
Issue detected, action recommended, human approval, Luminorix acts, action recorded. Nothing sensitive moves without a person, and every action lands on the audit record.
Optimization
Learn and continuously improve.
Every outcome becomes shared operating memory. Corrected once, remembered, handled your way next time — so fewer exceptions reach a person as the business runs.
That is the whole product story, and it is the same story the four-minute demo tells. Watch the demo →
How we work
A person stays in control of the business.
Read-only first.Every engagement starts by observing. Luminorix connects to the systems you already use, takes no action, and shows you the findings before anything is automated.
A person approves.Sensitive actions wait for a human decision. Permissions, limits and the approval model are set by your team before an agent is deployed.
Everything is recorded.Connections, deployments, approvals and agent actions are written to an audit log, and every connection has a health record with its last live test.
Your systems stay yours.No rip and replace. Your systems are reached through their own APIs with your credentials, encrypted at rest, and you can remove a connection at any time.
The full security posture, the sub-processor list and the review package are on the page.
Proof
We run our own back office on it first.
575vendor bills matched and entered by the AP agent in a month — each one approved by a person
396duplicate bills stopped before they posted
~1,500vendor emails handled a month
943one-click reverts available on approved actions
Live operational counts from Pipette.com, a scientific-supplies e-commerce business that is owned by a Luminorix founder and is the platform’s first customer. No financial figures are shared.
The company
Luminorix, Inc.
Where we areA Delaware corporation with its principal office in San Diego, California.
What we connectOver a hundred named business systems — ERP, accounting, CRM, e-commerce, help desk and storage — plus any system with an API.
How to startA read-only visibility assessment with a free 14-day introductory period. No rip and replace, and nothing acts without your approval.
See what your systems are not showing you.
Start read-only. See the findings first, then decide what is worth automating.
Connectors
Your agents work with the systems you already run.
Connect CRM, accounting, ERP, support, e-commerce, and industry systems without replacing your existing technology. Luminorix currently supports 111 named systems, with 54 available to connect now. Connections use your credentials, are encrypted, and are verified before an agent uses them.
All connected systems
Connect now Coming soon
No matching systems found. Try another search or discuss a custom connection with the Luminorix team.
Beyond named systems
Connect the channels, data, and infrastructure your business relies on.
Chat and communication
Web chat Built inWhatsApp Two wayTelegram Two waySlack WebhookMicrosoft Teams WebhookDiscord WebhookEmail OutboundVoice / phone Available by plan
Anything with secure access
Any REST API Bearer, API key, or basic authenticationAny file storage S3 compatible storageAny database Read-only Postgres or MySQL queries
If your system has an API, Luminorix agents can use it without waiting for a standard connector to be added.
Do not see the system you run?
Start with the business problem. We will determine the safest path to the data and action required.
Customer story
The back office that moved onto AI agents.
How a scientific-supplies e-commerce business with 65,000 customers, 23,000 products and about 700 orders a month moved its back office onto AI agents — with a person approving every write.
Live counts read from Pipette.com’s own systems (Odoo, the AP pipeline, the platform usage tables) on 9 September 2026. No financial figures are shared. Pipette.com is owned by a Luminorix founder and is the platform’s reference environment.
Executive summary
Growth had created complexity faster than the team could absorb it.
Customer, order, service, and financial data lived across separate systems. Leaders could see individual reports, but not where revenue was leaking or how much team capacity was being consumed by reconciliation and exception handling.
Luminorix connected Odoo, the storefront, the CRM, the AP mailbox, Teams and the phone line read-only, then put a agent on each recurring job: Nika on payables, Rachel on receivables, Donald on pricing and reporting, Dr. Tips on storefront chat, Ashley on the phone.
01 · Payables
Every vendor bill was keyed by hand.
Around 1,500 AP emails a month landed in one mailbox, and every vendor bill in them was read, matched to the PO and receipt, coded and posted by hand.
02 · Catalog
Price files were applied by hand, and slowly.
Vendor price updates for a 23,000-product catalog, margin checks and the Google Merchant feed were a manual queue — so they ran late, and mistakes were hard to undo.
03 · Visibility
Leadership saw reports, not the business.
Orders in the storefront, receivables in the ERP, conversations in the inbox and on the phone — nobody had the day’s picture in one place until someone assembled it.
Real numbers
The accounts-payable desk was handed over to the AP agent in eight weeks.
575Bills entered by the AP agent in August, all approved
5,708Approved catalog and price actions since June, 943 of them one-click reverts
5,956Questions answered on live business data in Teams since June
Bills entered by the AP agent (August)575
Catalog & price actions since June, all approval-gated5,708
One-click reverts — nothing is irreversible943
Customer invoices followed up per month~190
Practical path to value
Prove the opportunity before scaling the automation.
April · Connect
Connect and establish the baseline.
Odoo, the AP mailbox and the storefront connected read-only. First bills extracted and vendor-matched — nothing posted.
May–June · Supervised handover
Validate the economics and controls.
The AP agent enters bills alongside the team, a person approves every one: 354 in May, 517 of 519 in June. Price-file updates and margin guards start, approval-gated.
July–August · Steady state
Deploy agents against repeatable work.
575 of 575 bills in August. Daily reports to leadership, receivables follow-up, storefront chat and phone all running; 5,956 questions answered on live data in Teams since June.
What value is hiding between your systems?
Start with a focused Visibility Assessment and build the business case before you automate.
Pricing
Start with clarity. Add agents where they create value.
Every Luminorix relationship begins with Visibility. Connect the systems that run your business, uncover gaps and risks, then choose the AI agents that should help address them.
Included starting point for every package
Business Visibility
A guided first phase that connects your operating systems and shows where information, cash, time, and execution are breaking down.
$199/month
Begins after your first 14 days · No credit card to start
Day 1Begin your free 14-day introductory period
Agree on the business questions and systems that matter most.
By day 5Connect and onboard
Securely connect the agreed systems so Luminorix can begin observing.
By day 14See the first findings
Review gaps, challenges, risks, and the areas with the greatest impact.
After day 14Keep continuous visibility
Maintain the connected operating view for $199 per month.
Visibility sits beneath every AI agent package
Starter
$299/month
One AI agent. One clearly defined role.
1 AI agent—any role
All supported chat channels
Connect your existing systems
Train on your business documents
Human approval controls
TeamMost popular
From $538/month
Two to five AI agents with bundle savings.
2–5 AI agents
Bundle savings of 10–20%
Everything in Starter
Stronger models for complex work
Priority support
Business
From $1,435/month
Six or more AI agents with coordinated roles.
6–25 AI agents
20% team discount
Vertical and functional teams
Custom agents built to your needs
White-glove onboarding and support
Visibility is the foundation. The $199 monthly Visibility layer is separate from your selected AI agent package, so your team can continuously see what is happening while agents work on the priorities you approve.
See what your business needs before deciding what to automate.
Start with the free 14-day introductory period and complete onboarding within the first five days.
Luminorix for e-commerce
See where growth is leaking margin, cash, and capacity.
Your storefront, finance, fulfillment, marketing, returns, and support systems each hold part of the answer. Luminorix connects the signals, shows what requires attention, and deploys AI agents against the work you approve.
ConnectBring commerce signals togetherObserveSee margin, cash, and workload nowPrioritizeRank the issues worth solving first
What the e-commerce team receives
A management view built around decisions.
Instead of another channel report, leaders see where value is leaking, what is creating the problem, and where action should begin.
01
True contribution margin
Product and channel economics after the operating costs that matter.
02
Customer revenue risk
Lapsed buyers, missed recovery moments, and service-driven churn.
03
Inventory and fulfillment risk
Stockouts, slow inventory, delivery friction, and cash exposure.
04
Operational workload heat map
The exceptions and handoffs consuming the most team capacity.
02 · Automation
Deploy agents against the problems you can now see.
Begin with repetitive, low-risk commerce work. Agents complete tasks within approved rules and route ambiguous, high-value, or policy-sensitive decisions back to people.
513 of August’s 909 extracted bills were approved and posted — within policy, with a person confirming each one.
Exception or judgment call43%
Person reviews the decision
394 of August’s 909 bills — duplicates, credit memos, missing purchase orders — went to a person.
PermissionsSystems and data the agent may useThresholdsValue and confidence limitsApprovalsActions your team confirmsEscalationsWho receives exceptions
Phase 2 · Optional
Automate a proven commerce process end to end.
Once policies are stable and supervised results are strong, Luminorix can coordinate agents across the complete process. People own the policy and exceptions instead of touching every routine case.
1Expand only after measured success2Keep material exceptions with people3Monitor customer and financial outcomes
Example process · Return to retained customerAgent orchestration
DetectRequest received
ValidateOrder and policy checked
ResolveExchange or refund prepared
UpdateSystems synchronized
RetainFollow-up personalized
LearnReason and result measured
Human touchExceptions onlyAgent coverageComplete processControlYour policy
03 · Optimization
Turn every commerce cycle into a better operating decision.
Luminorix compares recommendations and agent actions with actual margin, customer, inventory, and workload outcomes—then identifies the next improvement.
Evidence inCommerce outcomes
Product and channel economicsCompleted agent actionsHuman approvals and exceptionsCustomer and inventory results
Luminorix learning layer
Measure. Compare. Learn.
Evidence improves the next operating cycle.
Improvements outRanked by value
Reduce discount leakageTighten offers where conversion is unchangedRebalance inventoryShift cash toward faster-moving productsExpand safe self-serviceBroaden agent action for proven casesRedeploy support capacityMove skilled time toward retention and growth
WHAT CHANGED?Compare outcomes with the baselineWHAT CREATED VALUE?Separate impact from activityWHAT IMPROVES NEXT?Refine economics, process, and controls
E-commerce outcomes
Grow the business without scaling the operational drag.
Success is measured in business performance, not the number of automated tasks.
01
Protect margin
Find and reduce discount, fulfillment, return, and service leakage.
02
Release cash
Improve inventory decisions and resolve financial exceptions earlier.
03
Retain more customers
Connect buying behavior and service signals to timely action.
04
Increase capacity
Reduce repetitive coordination as order volume and complexity grow.
Customer story
The back office that moved onto AI agents.
How a scientific-supplies e-commerce business with 65,000 customers, 23,000 products and about 700 orders a month moved its back office onto AI agents, with a person approving every write.
01 · Payables
Every vendor bill was keyed by hand.
Around 1,500 AP emails a month landed in one mailbox, and every vendor bill in them was read, matched to the PO and receipt, coded and posted by hand.
02 · Catalog
Price files were applied by hand, and slowly.
Vendor price updates for a 23,000-product catalog, margin checks and the Google Merchant feed were a manual queue, so they ran late, and mistakes were hard to undo.
03 · Visibility
Leadership saw reports, not the business.
Orders in the storefront, receivables in the ERP, conversations in the inbox and on the phone: nobody had the day’s picture in one place until someone assembled it.
575Bills entered by the AP agent in August, all approved
5,708Approved catalog and price actions since June, 943 of them one-click reverts
5,956Questions answered on live business data in Teams since June
Bills entered by the AP agent (August)575
Catalog & price actions since June, all approval-gated5,708
One-click reverts, nothing is irreversible943
Customer invoices followed up per month~190
Live counts read from Pipette.com’s own systems on 9 September 2026. No financial figures are shared. Pipette.com is owned by a Luminorix founder and is the platform’s reference environment.
What is growth hiding inside your commerce operation?
Connect the systems that matter and find out before adding more overhead.
Luminorix for multi-location dental practices
See where revenue, chair time, and team capacity are being lost.
Practice management, claims, scheduling, patient communication, payments, and accounting systems each hold part of the answer. Luminorix connects the signals, shows what requires attention across locations, and deploys AI agents against the work you approve.
No-shows, late cancellations, unscheduled treatment, and uneven provider demand leave valuable chair time open.
OPS
Administrative work multiplies
Eligibility checks, claim status, reminders, payment follow-up, and reporting scale location by location.
01 · Intelligence
Every location and system. One operating picture.
Luminorix brings together the agreed financial and operational signals. Integration availability varies by system and is confirmed during the assessment.
Common dental ecosystemConfirm your stack
Open DentalPractice + patient ledgerDentrixPractice + schedulingDenticonMulti-location operationsCurve DentalCloud practice managementWeavePhones + communicationNexHealthScheduling + patient intakeDentalXChangeEligibility + claimsQuickBooksAccounting + cash
Luminorix practice intelligence
Unified operating context
Production, collections, schedules, claims, patient activity, and workload are evaluated together.
1Match location data2Detect leakage and variation3Rank by business impact
Dental priority reportExample output
Multi-location operating view
What requires attention now
Financial and operational issues are ranked across the practice—not buried in separate location reports.
01Insurance AR over 90 daysClaims + ledger signalHighpriority
ConnectBring location signals togetherObserveSee cash, capacity, and workload nowPrioritizeRank the issues worth solving first
What practice leadership receives
A management view built around decisions.
Leadership sees what is true across locations, why performance varies, and which financial or operational issue deserves attention first.
01
Multi-location performance view
Production, collections, schedules, and workload compared consistently.
02
Revenue-cycle heat map
Aging, denials, underpayments, and balances ranked by impact.
03
Capacity and patient opportunity
Open chair time, unscheduled treatment, and recare opportunities.
04
Prioritized action plan
A ranked path showing what to fix, standardize, or automate first.
02 · Automation
Deploy agents against the work slowing the practice down.
Start with repetitive financial and administrative tasks. Agents operate within approved rules while clinical decisions, sensitive exceptions, and judgment calls remain with people.
Priority observationsFrom Intelligence
Claims missing documentationAging claims without follow-upPatients overdue for recareShort-notice schedule openings
Select the right AI agentsFrom the agent library
Controlled executionExample routing
Clear, repeatable taskMost
Agent completes the work
Within approved access, policy, and confidence limits.
Exception or judgment callThe rest
Person reviews the decision
Clinical, sensitive, high-value, or ambiguous work stays human.
AccessMinimum information requiredThresholdsWhen an agent may proceedApprovalsWhat your team confirmsEscalationsClinical and sensitive exceptions
Phase 2 · Optional
Automate a proven revenue-cycle process end to end.
Once supervised performance is reliable, Luminorix can coordinate agents across a repeatable workflow. People retain policy control and review clinical or material exceptions.
1Expand only after measured success2Keep clinical judgment with licensed professionals3Monitor cash, accuracy, and patient impact
Example process · Denial to resolutionAgent orchestration
DetectDenial received
ValidateReason and claim checked
PrepareSupport assembled
ReviewException approved
TrackStatus followed
LearnRoot cause measured
Human touchExceptions onlyAgent coverageRoutine workflowClinical decisionsAlways human
03 · Optimization
Turn every location’s results into a better operating model.
Luminorix compares actions with actual collections, schedule utilization, patient follow-up, and administrative workload—then shows what the group should improve next.
Evidence inPractice outcomes
Location and provider performanceCompleted agent actionsHuman approvals and exceptionsCollections and schedule results
Luminorix learning layer
Measure. Compare. Learn.
Evidence improves the next operating cycle.
Improvements outRanked by value
Correct a repeat denial patternFix documentation before submissionRebalance hygiene capacityAlign blocks with location demandExpand safe claim follow-upBroaden agent action for proven casesStandardize the best workflowApply high-performing location practices
WHAT CHANGED?Compare locations with the baselineWHAT CREATED VALUE?Separate impact from activityWHAT IMPROVES NEXT?Refine process, capacity, and controls
Dental practice outcomes
Grow the group without multiplying the administrative burden.
Success is measured in collections, capacity, consistency, and patient experience—not the number of automated tasks.
01
Collect faster
Act earlier on aging claims, denials, underpayments, and balances.
02
Fill more chair time
Make schedule gaps, unscheduled treatment, and recare opportunities visible.
03
Standardize performance
Identify and extend the workflows producing better results across locations.
04
Increase team capacity
Reduce repetitive financial and administrative coordination.
What is your dental group not showing you?
Connect the systems that matter and find out where cash, capacity, and time are being lost.
Luminorix for brokerages, property managers, and multi-office teams
See which leads, transactions, properties, and relationships need attention now.
Your CRM, MLS data, transaction platform, communications, and financial systems each hold part of the picture. Luminorix connects the signals, ranks risk and opportunity, and deploys AI agents against the work you approve.
Read-only firstOffice and client boundariesApproval before outbound actionEvery action auditable
Where growth becomes harder to manage
The operation can outgrow the visibility of its leaders.
Lead response, transaction milestones, property activity, and office performance become harder to manage when each system tells only part of the story.
LEAD
High-intent leads go cold
Inquiries arrive around the clock, ownership is unclear, and response time varies by agent and source.
TXN
Transactions stall in handoffs
Documents, contingencies, signatures, and deadlines move across people and systems without one reliable view.
OFF
Office performance is difficult to compare
Pipeline, conversion, listings, closings, and team activity are reported differently across offices and teams.
OPS
Administrative work scales with volume
Follow-up, coordination, status reporting, and data entry consume capacity that should support clients and growth.
01 · Intelligence
Eight operating systems. One real estate priority view.
Secure, one-way API connections bring approved signals into Luminorix. During the visibility phase, source systems remain unchanged.
ConnectBring approved operating signals togetherObserveSee leads, closings, workload, and cashPrioritizeRank what needs attention first
Integration availability varies by system and is confirmed during the assessment.
What real estate leadership receives
An operating view built around decisions.
Leaders see what is true across the pipeline, where a closing or relationship is at risk, and what action will create the greatest impact.
01
Multi-office operating view
Leads, listings, closings, team activity, and cash viewed consistently.
02
Lead and transaction heat map
Response gaps, stalled handoffs, approaching deadlines, and ownerless work.
03
Revenue and relationship opportunity
High-intent leads, dormant referrals, and follow-up moments ranked by value.
04
Prioritized action plan
A practical sequence showing what to fix, standardize, or automate first.
02 · Automation
Deploy agents against the recurring work you can now see.
Begin with repetitive, low-risk coordination. Agents operate within approved rules while contracts, negotiations, pricing, client commitments, and sensitive exceptions stay with people.
Priority observationsFrom Intelligence
High-intent leads beyond response targetMissing transaction documentsContingencies and deadlines approachingDormant referrals and past clients
Select the right AI agentsFrom the agent library
Controlled executionExample routing
Clear, permitted taskMost
Agent prepares or completes work
Only within approved access, policy, value, and confidence limits.
Client or material exceptionThe rest
Person reviews the decision
Negotiation, pricing, contracts, money, and sensitive communication stay human.
AccessOffice, property, and record boundariesThresholdsValue and confidence limitsApprovalsRequired for sensitive actionsAuditRecommendation, decision, and result recorded
Security & control
Keep client, transaction, and office boundaries intact.
Luminorix starts with read-only access and a focused business question. Brokerage leaders define which systems, offices, properties, records, and actions are in scope.
Agents can prepare and coordinate work. People retain authority over contracts, money, negotiations, and client commitments.
01
Scoped access
Agents use only approved systems, offices, properties, and records.
02
Read-only assessment
No CRM, transaction, or financial record is changed during the visibility phase.
03
Human approval
People approve outbound communication, contract changes, payments, and sensitive actions.
04
Complete audit trail
Every recommendation, approval, action, escalation, and result can be reviewed.
Phase 2 · Optional
Automate a proven transaction workflow end to end.
Once supervised performance is reliable, Luminorix can coordinate agents across routine contract-to-close work. People retain every material decision and handle exceptions that require client, legal, or negotiation judgment.
1Expand only after measured success2Keep client and contract judgment with people3Monitor closing, service, and compliance outcomes
Example process · Contract to closeAgent orchestration
DetectDeadline risk found
ValidateRecords checked
PrepareFollow-up drafted
ReviewException approved
CoordinateSystems updated
LearnCycle measured
Human touchMaterial exceptionsAgent coverageRoutine coordinationClient judgmentAlways human
03 · Optimization
Turn every lead and closing into a stronger operating model.
Luminorix compares recommendations and approved actions with conversion, transaction cycle time, office performance, team capacity, and cash outcomes—then identifies the next improvement.
Evidence inReal Estate outcomes
Lead source, response, and conversionCompleted agent actionsHuman approvals and exceptionsTransaction, closing, and cash results
Luminorix learning layer
Measure. Compare. Learn.
Evidence improves the next operating cycle.
Improvements outRanked by value
Tighten response where conversion dropsFocus on the sources and hours that lose demandStandardize high-performing office workflowsScale the practices linked to faster, cleaner closingsFocus spend on productive sourcesConnect source cost with conversion and commissionExpand safe transaction follow-upBroaden agent action where controls are proven
WHAT CHANGED?Compare results with the operating baselineWHAT CREATED VALUE?Separate business impact from activityWHAT IMPROVES NEXT?Refine sources, workflows, capacity, and controls
Real Estate outcomes
Grow volume without scaling operational drag.
Success is measured in response, conversion, protected closings, office performance, team capacity, and cash—not the number of automated tasks.
01
Convert more leads
Respond consistently and focus people on the opportunities most likely to move.
02
Protect closings
Surface missing documents, approaching deadlines, and stalled handoffs earlier.
03
Improve office performance
Compare teams and workflows using one consistent operating view.
04
Increase team capacity
Reduce repetitive coordination while preserving client judgment and control.
What is your real estate operation not showing you?
Connect the systems that matter and find out where opportunities, closings, cash, and team time are being lost.
Luminorix for mortgage lenders, brokerages, and lending teams
Move loans faster without giving up control.
Loan origination, CRM, borrower portals, document systems, partner activity, and finance each hold part of the truth. Luminorix connects those signals, shows where loans and relationships are stalling, and deploys AI agents only inside the permissions you approve.
Read-only validationRole-based accessApproval before outbound actionEvery action auditable
Where lending operations lose speed
The loan moves across teams. The complete picture rarely does.
Small gaps in ownership, documentation, follow-up, and condition management compound into longer cycle times, uncertain close dates, and lost production.
AGE
Loans stall between teams
Ownership and next steps become unclear as files move through processing, underwriting, conditions, and closing.
DOC
Documents create rework
Incomplete files, recurring conditions, and inconsistent borrower follow-up slow the path to approval.
SLA
Partners and borrowers wait
Lead response and relationship follow-up vary across originators, channels, and referral sources.
RISK
Closing risk appears too late
Milestone delays and aging exceptions surface after teams have lost time to intervene.
01 · Intelligence
Every loan signal. One controlled operating view.
Luminorix evaluates approved historical and current data without writing back during the assessment. Integration availability varies by system and is confirmed before connection.
ConnectUse approved data with no write-backObserveSee pipeline, documents, and relationshipsPrioritizeRank what threatens speed or revenue
What lending leadership receives
A pipeline view built for intervention.
Leadership sees what is true across the loan lifecycle, why work is stalling, and which operational or revenue issue deserves action first.
01
Loan lifecycle view
Applications, milestones, conditions, ownership, and close dates in one operating picture.
02
Bottleneck and risk heat map
Stalled loans, repeated conditions, aging documents, and closing risk ranked by impact.
03
Referral and response opportunity
Source quality, dormant partners, past clients, and follow-up gaps made visible.
04
Prioritized action plan
A controlled path showing what to fix, standardize, or automate first.
02 · Automation
Deploy agents against approved lending work.
Start with low-risk, repeatable tasks. Agents prepare or complete work within defined permissions while compliance reviews, borrower decisions, material exceptions, and outbound actions stay under human control.
Priority observationsFrom Intelligence
Applications or documents incompleteConditions aging without ownershipNew leads missing response targetsReferral partners losing engagement
Select the right AI agentsFrom the agent library
Controlled executionExample routing
Clear, permitted taskMost
Agent prepares or completes work
Only within approved data, policy, channel, and confidence limits.
Regulated or material exceptionThe rest
Person reviews the decision
Compliance, credit, borrower, and high-impact decisions stay human.
AccessOnly approved loan and relationship dataThresholdsWhen an agent may proceedApprovalsRequired before outbound actionAuditRecommendation, decision, and result recorded
Security & control
Permission first. Action second.
The initial assessment uses read-only historical and current data. Business, technical, and compliance owners define what information can be used and which actions always require a person.
Give AI permission to do exactly what you want it to do—and nothing you don’t.
01
Scoped access
Connect only the systems, records, and fields needed for the approved use case.
02
Read-only validation
No LOS or CRM write-back and no partner or borrower outreach during discovery.
03
Human approval
People approve outbound communication, record changes, document requests, and exceptions.
04
Complete audit trail
Every recommendation, approval, action, escalation, and outcome can be reviewed.
Phase 2 · Optional
Automate a proven workflow without removing oversight.
Once supervised performance is reliable, Luminorix can coordinate agents across a repeatable loan workflow. People retain policy, compliance, credit, and exception control.
1Expand only after measured success2Keep regulated decisions with authorized people3Monitor speed, quality, and customer impact
Example process · Incomplete file to processor-readyAgent orchestration
DetectGap identified
ValidateFile and policy checked
RequestMessage prepared
ReviewOutbound approved
UpdateStatus synchronized
LearnDelay measured
Human touchControlled exceptionsAgent coveragePermitted workflowDecision authorityAlways human
03 · Optimization
Turn every funded loan and exception into a better operating model.
Luminorix compares recommendations and approved actions with cycle time, pull-through, partner performance, exception volume, and workload outcomes, then identifies the next improvement.
Evidence inLending outcomes
Loan milestones and cycle timeCompleted agent actionsHuman approvals and exceptionsApplications, closings, and partner results
Luminorix learning layer
Measure. Compare. Learn.
Evidence improves the next operating cycle.
Improvements outRanked by value
Correct recurring condition defectsResolve root causes before underwritingTighten lead responseFocus attention where delay reduces conversionFocus on productive partnersPrioritize relationships by funded-loan valueExpand safe document follow-upBroaden agent action for proven cases
WHAT CHANGED?Compare loan flow with the baselineWHAT CREATED VALUE?Separate funded outcomes from activityWHAT IMPROVES NEXT?Refine workflow, coverage, and controls
Mortgage and lending outcomes
Increase production without increasing operational risk.
Success is measured in speed, pull-through, relationship value, control, and team capacity, not the number of automated tasks.
01
Move loans faster
Identify bottlenecks and incomplete work before milestones or close dates slip.
02
Improve pull-through
Strengthen lead response, borrower follow-up, and partner coverage.
03
Reduce coordination work
Automate permitted reminders, status preparation, and routine follow-through.
04
Maintain control
Keep sensitive, regulated, and material decisions with authorized people.
Where is your lending operation losing speed or production?
One focused, read-only assessment. Then you decide what should change.
Luminorix for professional services firms
Protect margin, improve utilization, and turn delivered work into cash.
For consulting, accounting, legal, engineering, architecture, IT services, agencies, and advisory firms, CRM, project, time, billing, accounting, and people systems each show part of the business. Luminorix connects those signals, exposes risk earlier, and deploys AI agents within client, role, and approval boundaries.
Read-only firstClient-level access boundariesApproval before actionEvery action auditable
Where firm economics become hidden
People × utilization × rate × realization.
When pipeline, staffing, delivery, time, billing, and collections live in different systems, leaders see margin and cash problems after the work has already happened.
M%
Margin erodes during delivery
Scope growth, write-downs, and staffing mix weaken project economics before leadership can intervene.
UTL
Capacity does not match demand
Specialists are overloaded while available team capacity remains difficult to see or redeploy.
WIP
Delivered work waits to be billed
Late time entry, missing approvals, and fragmented handoffs delay invoicing and cash.
AR
Receivables age quietly
Follow-up is inconsistent and account context is scattered across partners, delivery teams, and finance.
01 · Intelligence
Every client, project, and financial signal. One operating picture.
Luminorix brings together agreed pipeline, delivery, utilization, billing, and cash data. Integration availability varies by system and is confirmed during the assessment.
ConnectBring approved firm signals togetherObserveSee margin, capacity, WIP, and cashPrioritizeRank the issues worth solving first
What firm leadership receives
An operating view built around firm economics.
Leadership sees what is true across clients and engagements, why economics are changing, and where action will improve margin, cash, or capacity.
01
Firm performance view
Pipeline, backlog, utilization, realization, margin, billing, and cash connected.
02
Engagement risk heat map
Scope, staffing, time, delivery, and billing issues ranked by impact.
03
Capacity and cash opportunity
Available skills, unbilled work, aging receivables, and demand made visible.
04
Prioritized action plan
A ranked path showing what to address, standardize, or automate first.
02 · Automation
Deploy agents against the work reducing firm capacity.
Start with repetitive financial and coordination tasks. Agents operate within client, role, and approval boundaries while pricing, staffing, client advice, and material exceptions remain human decisions.
Priority observationsFrom Intelligence
Projects trending below margin planApproved work waiting to be billedReceivables aging without follow-upSpecialist demand exceeding capacity
Select the right AI agentsFrom the agent library
Controlled executionExample routing
Clear, permitted taskMost
Agent prepares or completes work
Only within approved client, role, policy, and confidence limits.
Client or material exceptionThe rest
Person reviews the decision
Pricing, staffing, advice, and sensitive client actions stay human.
AccessClient and matter boundariesRolesOnly the information each person needsApprovalsRequired for sensitive actionsAuditRecommendation, decision, and result recorded
Security & control
Protect client confidence while improving execution.
Luminorix starts with read-only access and a limited business question. Firm leaders define client boundaries, user permissions, approval gates, and the work that must always return to a person.
Better visibility and more execution, without widening who can see or change sensitive client information.
01
Client boundaries
Keep approved data and agent activity within the relevant client, matter, or engagement.
02
Role-based control
Finance, delivery, partners, and operators receive only the access their work requires.
03
Human approval
People approve client communications, billing changes, staffing moves, and sensitive exceptions.
04
Complete audit trail
Every recommendation, approval, action, escalation, and outcome can be reviewed.
Phase 2 · Optional
Automate a proven back-office process end to end.
Once supervised performance is reliable, Luminorix can coordinate agents across a repeatable firm workflow. People retain approval over client commitments, professional judgment, billing changes, and material exceptions.
1Expand only after measured success2Keep professional judgment with people3Monitor margin, cash, quality, and client impact
Example process · Time entry to cashAgent orchestration
DetectUnbilled work found
PrepareDraft assembled
ReviewOwner approves
InvoiceApproved bill issued
Follow upAR monitored
LearnCycle measured
Human touchClient and billing exceptionsAgent coverageRoutine workflowProfessional judgmentAlways human
03 · Optimization
Turn every engagement into a stronger operating model.
Luminorix compares recommendations and approved actions with utilization, realization, margin, billing, collections, capacity, and client outcomes, then identifies the next improvement.
Evidence inFirm outcomes
Engagement economics and capacityCompleted agent actionsHuman approvals and exceptionsBilling, collections, and client results
Luminorix learning layer
Measure. Compare. Learn.
Evidence improves the next operating cycle.
Improvements outRanked by value
Reprice low-margin workAddress repeat scope and staffing patternsConvert WIP to invoices fasterRemove approval and handoff delaysRebalance specialist capacityMatch skills to profitable demandExpand safe collections follow-upBroaden agent action for proven accounts
WHAT CHANGED?Compare firm economics with the baselineWHAT CREATED VALUE?Separate business impact from activityWHAT IMPROVES NEXT?Refine pricing, capacity, process, and controls
Professional Services outcomes
Grow the firm without scaling operational drag.
Success is measured in margin, utilization, realization, cash, capacity, and client confidence, not the number of automated tasks.
01
Protect margin
Identify scope, staffing, rate, and delivery issues before engagement economics erode.
02
Improve cash
Move approved work through billing and collections with fewer delays.
03
Increase utilization
Match demand, skills, and available capacity across the firm.
04
Scale with control
Reduce repetitive coordination while preserving client and professional boundaries.
What are your firm’s systems not showing you?
Connect the systems that matter and find out where margin, cash, and capacity are being lost.
Luminorix Business Visibility Assessment
Find the problems hiding between your systems.
A focused assessment that shows where revenue, cash, time, and reliable information are being lost—before you invest in a larger automation initiative.
