AI document intelligence · for financial institutions

Reconcile and verify banking documents — with a human in every decision.

Upload statements, ledgers, and application documents. Specialist AI agents reconcile transactions and verify each document — genuineness, completeness, consistency — then hand you the evidence. You make the call.

Human-in-the-loop by design Data residency by region Full audit trail
How it works

From a pile of documents to a decision-ready case.

An orchestrator routes the work to specialist agents. The heavy lifting is deterministic; the AI interprets and explains — and every binding decision stays with a person.

01 · UPLOAD

Open a case, add the documents

Bank statements, ledgers, MT950, payslips, IDs, proof of address — PDF, image, CSV, or Excel. Grouped into one application case.

02 · AGENTS WORK

Specialists reconcile & verify

The reconciliation agent matches transactions and flags discrepancies. The validation agent checks each document is genuine, complete, and consistent.

03 · YOU DECIDE

Review the evidence, make the call

A clear report with an agent trace and per-document verdicts. Approve, reject, or send for review — the decision, and the audit record, are yours.

Capabilities

One platform for reconciliation and application-document verification.

Reconcile the books, or vet a loan or KYC application — the same case model, the same evidence-first, human-decides posture.

Deterministic reconciliation

Exact 1:1 transaction matching on amount, type, and date — with configurable tolerances for timing differences. Reproducible and auditable, not a guess.

Document validation

Per-document verdicts: statement arithmetic, completeness against a case checklist, and internal consistency. Evidence a reviewer can trust.

Cross-document identity

Is the account holder the same on the payslip, the statement, and the ID? Names, account numbers, and addresses checked across the whole case.

Authenticity forensics

Provenance and metadata checks catch the common fake — a statement edited in Photoshop or Word, altered after creation, or a text layer over a scan.

A human in every decision

Agents produce evidence and recommendations — never the binding call. Approve, reject, or escalate; the decision is a person’s, and it’s recorded.

Built for compliance

Full audit trail of who decided what, structured logging, right-to-erasure, and regional data silos so a customer’s data never leaves its region.

Trust & security

Banking-grade posture, by design.

Recon is built for the standard a financial institution actually needs — data residency, human accountability, and a record of every decision.

◈ COMPLIANCE-FIRST

Data residency by region

Independent regional stacks. A customer’s data lives in one region and never crosses — Europe/West Africa or Asia-Pacific.

eu-west-3 · ap-southeast-2

Evidence, never auto-decisions

No agent can approve or reject. The binding decision is a human action, recorded against the case.

human-in-the-loop

Full audit trail

Who decided what, and when. Admin actions and case decisions are written to a durable, append-only log.

append-only audit log

Right to erasure

Self-service and admin-mediated account deletion that wipes documents from storage — GDPR / Privacy-Act ready.

GDPR / Privacy Act

Tenant isolation

Every read is scoped to your organisation at the database layer — enforced in code, not left to the model.

org-scoped access

Passwordless sign-in

Magic-link authentication — no passwords to leak, with an admin-managed access allowlist.

magic-link auth
Pricing

Pay per case. No seats, no lock-in.

One credit runs a full case — reconciliation and validation, however many agents it takes. Credits never expire.

Credits
$1.60– $2.45 / case
one credit per case · volume pricing
  • Reconciliation and document validation in one run
  • Full agent trace + formal report per case
  • Credits never expire
  • Audit trail, data residency & erasure included
Start free →
Starter 20 · $49 Growth 100 · $199 Scale 500 · $799

Turn a stack of documents into a decision you can defend.

Start free — no card required. Your first cases are on us.

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