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AI Agent Development & Engineering · Dubai · Sharjah · UAE · 02 / Industries

Finance

Reconciliation and review, fully traceable.

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THE GROUND

Reconciliation, reporting and document review, with every model output traceable to the record it came from.

Finance functions run on reconciliation, review and reporting — three kinds of work that are enormous in volume, low in ambiguity, and expensive to get wrong. That combination is where automation earns its place. The condition is that every figure a model touches stays traceable to the record it came from, because a number nobody can source is worse than no number at all.

WHAT GETS IN THE WAY

Where the work stalls.

01

Reconciliation at volume

Statements, ledgers and feeds that mostly agree, with the exceptions buried somewhere in the middle and found by hand.

02

Document review backlogs

Contracts, statements and filings that must be read closely and are read slowly, by people whose time is the scarcest input.

03

Traceability under audit

Anything automated has to survive an auditor asking where a figure came from, twelve months after the person who ran it moved on.

WHAT WE BUILD

Built for this sector.

Ledger reconciliationMatching across systems that nearly agree, surfacing the exceptions with the evidence for each, and leaving the judgement to the accountant.
Statement and document extractionStructured figures pulled from documents that arrive in a hundred formats, every field linked to the page and line it was read from.
Valuation supportThe gathering, normalising and cross-checking that precedes a valuation, so the analyst spends their time on the judgement rather than the assembly.
Reporting draftsRecurring reports drafted from the source systems, with the variances flagged and the commentary left for a human to write.

MEASURED

What it changed.

Figures from the projects on this page, as reported by the teams running them.

8×

Faster first pass

100%

Answers with citations

92%

Matched automatically

4 days

Off the close

01 / Selected work

In this sector.

All work

Securance: Document Intelligence

  • RAG
  • LLM
  • COMPLIANCE

Ledger Reconciliation Engine

  • ML
  • DATA

Portfolio Valuation Support

  • DATA
  • FORECASTING

02 / Other sectors

Healthcare

Documentation and triage, with sign-off.

Real estate

Listings, valuation and tenant comms.

Retail & commerce

Catalogue, demand signals and support.

Education

Assessment and student-facing assistants.

Manufacturing

Inspection, maintenance and reporting.

Fintech

Onboarding, KYC and fraud signals.

Legal & professional

Contract review, discovery and precedent.

03 / Get in touch

Tell us what your sector makes expensive.

Send us the problem, not a brief. The people who would do the work are the ones who read it.

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+971 50 305 2258