Acceptance-tested on your own documents · #1 on NetArena MALT (third-party-run)

Fintech, audit and advisory

A figure engine
with an audit trail.

Lenders, audit teams and advisory practices spend their hours tying numbers across documents. The API does the tie-out, cites every figure and hands your reviewers the trail.

Buy Early Adopter — $20,000 Plan Enterprise — $1M Book 30 minutes

Jobs we do for you

Tie-outs, reconciliations and cited figures.

Each job starts from the documents your team already works from and ends with figures your reviewers can check: the page, the calculation, and every conflict between sources flagged.

Job 1 · Fintech lenders and credit platforms

Small-business credit files

Documents
Business financial statements, tax returns, bank statements, receivables agings.
What you get back
  • Figures cited.
  • Revenue reconciled across tax return, bank deposits and statements, with conflicts flagged.
  • Debt-service and cash-flow ratios with the calculation.
Measured by
  • Time to decision.
  • Manual-review rate.
  • Discrepancies flagged.
Targets, measured on your documents
Start with
Early Adopter for a credit team.

Job 2 · Audit firms

Tie-out and cross-referencing

Documents
Draft statements and footnotes, prior-year audited statements, trial balances, source documents.
What you get back
  • Each number consistent wherever it appears.
  • Footnotes agreeing with the face statements.
  • Comparatives agreeing with last year’s audit.
  • Vouching samples traced to source.
Measured by
  • Hours per tie-out.
  • Known exceptions found.
  • False flags per filing.
Targets, measured on your documents
Start with
A pilot for one practice, then Enterprise firm-wide.

Job 3 · Advisory

Transaction services, restructuring, valuation, forensic

Documents
Data rooms, monthly operating reports, scanned records.
What you get back
  • Numbers packs: each headline figure next to its source figure and page, with every difference flagged.
  • Cash series built from operating reports.
  • Figures reconstructed from scanned records.
Each one cited.
Start with
Early Adopter per practice.

Your engagement team stays responsible.

The API produces evidence with a trail for them to review.

Acceptance test

How we’d prove it on your documents.

We replay work your team has already finished and score the output against the answers you already trust.

The replay

Work your team has already signed off

Bring 50–200 questions your team has already answered, with the documents behind them — decided credit files, tied-out statements or delivered numbers packs.

Your final credit memos, tie-out workpapers and reviewed reports are the answer key.

Agreed before the run

What counts as a pass

  • Figures correct within an agreed tolerance.
  • Every citation checked against its page.
  • Known exceptions and conflicts flagged.
  • Time per file against your current process.

Then we report the results as measured, misses included.

How acceptance testing works

Questions we hear

What lenders, auditors and advisors ask first.

“Who’s responsible for a wrong number?”

Your reviewers check outputs before relying on them, and the acceptance test measures the error rate before production. Every figure comes with its page and calculation, so a reviewer can check it against the source.

“Client data must stay in our environment.”

That’s an Enterprise deployment — in your cloud account or on-premises, scoped with you.

“We want this inside our own product.”

Building extraction or research copilots into your own product is a platform license, on Enterprise terms. See platform licenses.

Which license fits

One team first. Firm-wide when it passes.

A credit team or an advisory practice can start this quarter. Audit firms usually prove it in one practice, then deploy firm-wide inside their environment.

Early Adopter · $20,000

One credit team or advisory practice

Six months, hosted by One Jump, on documents you’re allowed to share with a service provider.

Buy Early Adopter

Enterprise · $1,000,000

Audit firm-wide, inside your environment

Start with a fixed-fee pilot for one practice ($40,000–$75,000), then deploy across the firm under Enterprise.

Plan Enterprise

Platform license · from $1,000,000

Products that embed answers, and data vendors

Building extraction or research copilots into your own product? That’s a platform license.

See platform licenses

EARLY ADOPTER

Self-serve order

Early Adopter API license

One team, one workflow, hosted by One Jump. Start this quarter.

Six-month license$20,000
  • API license for six months
  • Six months of hands-on development support
  • Your documents loaded at onboarding
  • Acceptance plan on your own documents, agreed in week one
  • Kickoff and keys within 5 business days of a verified order
  • Pay by card, ACH, wire or purchase order
Buy Early Adopter — $20,000

ENTERPRISE

Contract-first

Enterprise license

Firm-wide, in your environment, or inside your platform.

Twelve-month license$1,000,000
  • Twelve months of development support with a named technical lead
  • Deployment in your cloud account, on-premises or hosted, scoped with you
  • Custom integrations with your systems
  • Documentation for your model-risk and AI-governance review
  • Acceptance test on your own documents, agreed in writing before you sign.
  • Paid by invoice, ACH or wire in milestones, never by card
Plan an Enterprise deployment

Keys are issued to verified businesses after a signed order. No free trial and no low-cost tier — here’s why.

How we prove it

Tested on your documents, not just ours.

Every license and engagement is measured on your own documents and on questions your team has already answered. We agree the pass criteria with you first — figures right within an agreed tolerance, every citation checked against its page, known conflicts flagged — and report the results as measured, misses included.

  • Pilots: Acceptance-tested on your own documents before you pay the balance. Fixed fee, capped.
  • Enterprise: Acceptance test on your own documents, agreed in writing before you sign.
  • Early Adopter: Your acceptance plan is agreed in week one, and six months of development support are aimed at passing it.

How acceptance testing works

A third-party-run result

#1NetArena MALT on AgentBeats
100% / 100%Correctness and safety over 2,500 queries
0.056 sFastest of the perfect runs

A network-policy benchmark, not a finance one. We show it because it’s how we work: define correct, test at volume, publish the run.

Record details Leaderboard Result commit

Standing checked October 6, 2026.

Talk to us

Plan the test on your own files.

Tell us which credit files, tie-outs or engagements you’d replay, and we’ll come back with a draft acceptance plan. Ready to start with one team? Order Early Adopter — $20,000.

We reply within one business day. Prefer a call? Book 30 minutes.

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