Understand tables, layout and fields across mixed-format documents
← Strategic products
Document intelligence
Financial document review that shows its evidence.
An AI-powered financial review and compliance workspace that reads complex dossiers, reconciles data across documents and applies configurable legal and internal controls—with every finding linked to its source.
The challenge
A real operating problem,
not a feature checklist.
A payment dossier can span contracts, appendices, acceptance records, invoices and payment requests. Reviewers repeatedly search for the same facts, reconcile inconsistencies by hand and struggle to show exactly why a decision was made.
FinWork AI orchestrates OCR, vision-language models, schema mapping, cross-document matching and a configurable rule engine. Findings point to the precise document location, while confidence, comments, exceptions, version history and human approval remain inside the workflow.
What the product enables
Capability connected
to an outcome.
Applied to multi-document payment review at MobiFone, with additional workflows for auction and logistics operations.
Reconcile related facts across contracts, invoices and acceptance records
Execute organization-specific legal and internal control rules
Give reviewers source evidence, confidence and final authority
Applied in real workflows
Document intelligence
with operating context.
FinWork AI is configured around each organization’s document types, controls, authority and exception policy.
Payment dossiersMobiFone
Review contracts, appendices, acceptance records, invoices and payment requests in one evidence-linked control flow.
Auction participationLạc Việt Auction
Check completeness, participant information, conditions and deadlines against a governed approval workflow.
Operational reconciliationSơn Hà Logistics
Connect service activity, time, cost, invoices and acceptance evidence to expose operational-financial differences.
Evidence in the real world
Built to be used.
Multi-component payment dossier review for MobiFone- Auction-participation dossier approval for Lạc Việt Auction
- Operational and financial reconciliation for Sơn Hà Logistics
- SaaS, on-premise and hybrid deployment options
Document understandingCross-document reconciliationConfigurable rule engineEvidence & human approval
Have an ambitious problem?
Let’s turn your ideas into
systems that work.
Bring the context. We’ll bring product thinking, engineering depth and a practical path forward.
Start a conversation