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EnterpriseOps AI

Know how your finance work really gets done. Then change it with proof.

We watch the work your people already do, turn it into a process map where every step points back to what was said or seen, and price the future state you choose. Your board gets numbers it can audit, not a consultant’s estimate.

See it in three steps

1 · Observe

See how work actually happens

A recorded working session becomes a process map in minutes. Below is the real output from an accounts payable walkthrough: move through the recording and watch each step appear the moment someone describes it.

Transcript

Vendor Invoice Processing 9 of 12 steps found

  1. 1A vendor invoice arrives in Outlook, usually as a PDF attachment from the supplierOutlookManual work
  2. 2I download the invoice to my desktop so I can read the PO number off itOutlookManual work
  3. 3Then I open NetSuite and go to the purchase order listNetSuiteManual work
  4. 4I search for the purchase order using the number printed on the invoiceNetSuiteManual work
  5. 5I check the receipt information to confirm the goods were actually receivedNetSuiteManual work
  6. 6I open Excel, our matching tracker, and paste the PO, receipt and invoice amountsExcelManual work
  7. 7I compare the three amounts. If they match within the tolerance I move on; if not it is an exceptionExcelDecision
  8. 8When there is an exception I message Purchasing on Teams and ask them to confirm the price or quantityMicrosoft TeamsHand-off
  9. 9Then I wait for their answer, which can take anywhere from an hour to two daysMicrosoft TeamsWaiting

2 · Decide

Choose your future state, priced

Every process can be run several ways. You compare complete options side by side, each with the controls it would need, and each priced from your own observed volumes and rates during the engagement.

IllustrativeThree ways to run the same accounts payable process

  • Lean

    Remove, simplify and standardize the work first. Little or no new technology.

    What changes

    • Stop downloading invoices to the desktop to read the purchase order number.
    • Replace the side spreadsheet with one agreed matching tolerance, written into policy.

    Controls it needs

    • Policy change record
    • Updated standard operating procedure
    • Process owner sign-off
  • AI-assisted

    AI does the reading and proposes the answer on judgment steps. Your people accept or correct it.

    What changes

    • AI reads each invoice and proposes the three-way match, citing where each figure came from.
    • Your specialist reviews the proposal instead of keying it.

    Controls it needs

    • A person accepts every AI proposal
    • Evaluation gates before any model change
    • Pinned model versions
    • Uncited claims flagged
    • Drift review
  • Agent-owned

    An AI agent runs the routine path end to end. People decide at approvals and exceptions.

    What changes

    • An agent matches, chases Purchasing on mismatches and routes approvals.
    • Your team sees only exceptions and approvals above the threshold.

    Controls it needs

    • Written policies the agent cannot exceed
    • Every system change staged through a controlled write-back
    • Approval chains with thresholds and separation of duties
    • A kill switch
    • A tamper-evident audit trail

Illustrative. Options and controls are shown for the sample accounts payable process. We show no savings figure here because every number we give you is calculated from your own observed volumes and rates, and traces back to that evidence.

3 · Prove

Every number traces to evidence

Each step carries a coloured rail that says how we know it: seen on screen, or said by the person doing the work. Focus or hover a rail to open the evidence behind it. Nothing in the map is taken on trust.

Vendor Invoice Processing · review, read-only

  • Observed
  • Reported
  • Measured
  • Inferred
  • Modeled / assumed
  • Corrected
  • Unknown
  1. 1
    A vendor invoice arrives in Outlook, usually as a PDF attachment from the supplierAP Specialist · Manual work
    Outlook
  2. 2
    I download the invoice to my desktop so I can read the PO number off itAP Specialist · Manual work
    Outlook
  3. 3
    Then I open NetSuite and go to the purchase order listAP Specialist · Manual work
    NetSuite
  4. 4
    I search for the purchase order using the number printed on the invoiceAP Specialist · Manual work
    NetSuite
  5. 5
    I check the receipt information to confirm the goods were actually receivedAP Specialist · Manual work
    NetSuite
  6. 6
    I open Excel, our matching tracker, and paste the PO, receipt and invoice amountsAP Specialist · Manual work
    Excel
  7. 7
    I compare the three amounts. If they match within the tolerance I move on; if not it is an exceptionAP Specialist · Decision
    Excel
  8. 8
    When there is an exception I message Purchasing on Teams and ask them to confirm the price or quantityAP Specialist · Hand-off
    Microsoft Teams
  9. 9
    Then I wait for their answer, which can take anywhere from an hour to two daysAP Specialist · Waiting
    Microsoft Teams
  10. 10
    Once they reply I return to NetSuiteAP Specialist · Manual work
    NetSuite
  11. 11
    I enter the invoice against the purchase order with the agreed amountsAP Specialist · Manual work
    NetSuite
  12. 12
    Finally I route it for approval to my manager; anything over five thousand dollars needs her sign-off before it postsAP Specialist · Approval
    NetSuite

How it works

  1. Capture

    Your team records ordinary working sessions or shares existing call transcripts. Consent is recorded per session and sensitive details are redacted before anything is analysed.

  2. Map

    We turn the recordings into a step-by-step process, each step tied to the moment it was said or shown.

  3. Validate

    Your process owner reviews the map, corrects anything we got wrong and approves it. Every correction is kept.

  4. Decide

    You compare priced future-state options with the controls each needs, and choose. The choice and its evidence form the business case.

Security and governance, in plain language

  • Your data is walled off

    Every query is fenced to your company at the database layer (row-level security), not only in application code.

  • Nothing happens off the record

    Every view of evidence, every approval and every change is written to an audit trail that is chained so it cannot be quietly edited after the fact.

  • Your data stays where you say

    Pin your workspace to a region. Analysis that would send data outside it is refused, not just logged.

  • Advisors only with your permission

    Our advisors can open your workspace only when you grant access to a named person, for a set period. You can see every grant and every look, and end it at any time.

Who it is for

  • CFO

    A business case your audit committee can check

    Every saving is tied to observed work and shows its assumptions, so you can defend it line by line.

  • COO

    Where the time really goes

    See waits, hand-offs and rework as they happen today, and how each future option changes cycle time and capacity.

  • CIO

    Change without new technical debt

    Know which systems each option touches, where an integration beats a bot, and what controls come with it.

  • Process owner

    Your process, described accurately

    Review and correct the map yourself. Nothing is approved without you, and your corrections are kept as evidence.

Questions finance leaders ask

What do we need to provide to start?

A process owner, a few recorded working sessions or meeting transcripts, and an hour for review. No system integration is needed to begin.

Do you record our staff without their knowledge?

No. Every session is captured with consent that is recorded alongside it, and sensitive details are redacted before anything is analysed.

Where does our data go?

It stays in your workspace, in the region you choose. Sensitive details are redacted before analysis, and the evidence can only be viewed through short-lived links that are themselves logged.

How do you arrive at the savings figures?

From your own observed volumes, times and rates. Each figure shows the evidence and assumptions behind it, and where evidence is missing we say so rather than guess.

Can our auditors rely on it?

Every step, correction and approval is recorded in a tamper-evident trail, and the validated process can be exported as a documented procedure with its evidence.

What happens in a walkthrough?

A short session with one of our advisors, using a sample process or one of yours, to see whether it fits your priorities. There is no obligation.

See your own process, evidenced

Bring one process that matters to you. We will show you what the evidence looks like and how a priced decision follows from it.