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Financial services

Private, verifiable AI for financial operations.

Financial institutions hold some of the most sensitive and tightly regulated data there is. Avonsn brings document understanding, cross-system intelligence, and workflow automation to financial operations — deployed inside your own perimeter, with answers that are grounded, code-verified, and fully auditable.

Data you can't send away

Answers an auditor would accept.

In finance, "the model said so" is not an answer. Avonsn compiles each request into a query in code, runs it against your own ledgers, documents, and systems, and returns a result with the source lineage attached — so it stands up to review.

  • Traceable. Every figure points back to the record it came from.
  • Grounded. Results come from your data, not a public model's guess.
  • Contained. The whole exchange happens inside your environment.
  • Open core. Built on open-source models with no required outside API.
avonsn · financial ops
# prompt "Reconcile last month's settlements and flag any breaks over £50k." # compiled, code-verified query grid.query(sources=["ledger", "settlements", "docs"]) .reconcile(period="last_month") .flag(break_gt=50000) .verify() # result ✓ verified · 9 breaks · lineage attached · 0 egress
Capabilities

What Avonsn does for financial teams

One agentic core for document understanding, data intelligence, and workflow automation — built on Avonsn Grid and tuned for financial operations.

Auditable by design

Every answer compiles to a checkable query with a traceable path back to the exact records behind it.

Document understanding

Parse and structure contracts, filings, statements, and onboarding packs across formats.

Cross-system intelligence

Query ledgers, document stores, and operational systems together and get one grounded answer.

Workflow automation

Drive reconciliation, exception handling, and reporting — triggered only once a result is verified.

Private deployment

Run on-premises, in your private cloud, or air-gapped. Data never leaves your perimeter.

Domain-tuned agents

Configured for the language of financial operations, controls, and risk.

Specification

At a glance

Use case
Financial operations & analysis
Inputs
Ledgers · Documents · Operational systems
Output
Cited, code-verified answers
Audit
Query + full source lineage
Deployment
On-premises · Private cloud · Air-gapped
Data residency
Stays inside your environment
Invitation only

Put verifiable AI behind your numbers.

Scope a private or air-gapped deployment of Avonsn against your own ledgers, documents, and systems.