FlagshipFintech & Treasury

AI agents and software for treasury and finance teams.

We build AI agents and systems for treasury and finance: reconciliation that actually reconciles, real-time cash visibility, payment workflows, and reporting automation. Finance is where bad AI gets expensive and good AI compounds, so we build for correctness, observability, and the controls your auditors expect, not for the demo.

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The problem

Finance teams still lose hours to manual reconciliation, cash positions scattered across banks and spreadsheets, and reporting that's stitched together by hand each month. Generic automation breaks the moment it meets real ledgers, real exceptions, and real money. The cost of a wrong number here isn't a bug ticket, it's a board conversation.

What we build

Fintech & Treasury

  • 01 Reconciliation engines that match transactions across sources and surface only the exceptions a human needs to see.
  • 02 Real-time cash positioning and forecasting across accounts, entities and currencies.
  • 03 Payment and approval workflows with the right controls and audit trail built in.
  • 04 Reporting automation that turns month-end stitching into a repeatable, traceable process.
  • 05 Agents that monitor, flag and act on financial events, with human-in-the-loop where it matters.
10k+Txns reconciled / day
99.9%Match accuracy
<2 minTo EOD cash position
0Audit exceptions missed

Why us

This is our home turf: finance, where correctness isn't optional.

Correctness first Every number is right, or it's flagged. No silent errors.
Observable & traceable Every system is observable; every action leaves an audit trail.
Audit-ready controls We respect the segregation of duties your auditors care about.
Oversight kept We automate the toil without automating away your control.

How we work

  1. 01 Map the flow We learn exactly how money, data and approvals move through your team today.
  2. 02 Design the guardrails What's automated, what stays human, and where the controls and checks live.
  3. 03 Build and prove Production-grade, tested against real data, deployed with monitoring from day one.

Have a finance process worth automating?

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or email us directly hello@davantlabs.com