Industries
Finance
Finance is computation-bound at the core and document-bound at the edges. The workflows where AI delivers real value are exactly those where auditability and residency are non-negotiable. We deliver AI you can defend on operational resilience, controls, and data residency - inside your network. Our diagnosis, sequencing, and validation are backed by evidence that survives an audit.
What runs through Finance - and what cannot leave
The substance behind that posture, in scannable form. Each card names a piece of financial controls and auditability reality our delivery addresses, rather than a generic compliance label.
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Computation-bound core, document-bound edge
Trade and market-data analysis, risk and fraud detection, quantitative and research work, and the clear / settle / reconcile back- and middle-office automation that ties positions to ledgers.
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Auditability and data residency
Sensitive client financial data, trading positions, and regulator-reportable ledgers must stay reconstructable and inside your network under your controls.
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Regimes the posture holds against
EU GDPR, DORA for operational resilience and ICT third parties, and the EU AI Act; US SOX, GLBA, and SOC 2; LATAM GDPR-influenced regimes, with LGPD-readiness where Brazilian reach applies.
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What a shared cloud tenant cannot defend
A generic cloud-tenant deployment routes inference over position data outside your controls. The audit trail it writes is not the audit trail the firm reports to regulators.
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Where pilots collapse
Pilots fail when position data lands in a shared tenant. They also fail when a roadmap sequences a model before the private infrastructure it requires, or when a build is never validated against the firm's own data set.
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How the delivery retires those failures
Strategy with teeth is the only honest offer. Diagnosis scopes the controls-defensible scope. Sequencing secures your network before deploying models. Validation exercises the agent against real position and ledger data before capital commits.
Processes we automate
The first wave of finance processes we automate, named process by process: agents read your ledgers, statements, and systems inside your network, match and flag with sources cited, and hand every draft and exception to a named professional who decides, approves, and signs.
Back office
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Nostro and Vostro reconciliation
Agents run match and break detection across Nostro and Vostro accounts, and every outcome lands in one reconstructable trail your operations team reviews. A trail written inside your network is the evidence operational-resilience reviews look for.
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Bank-statement posting and invoice matching
Agents extract the lines from incoming bank statements and match them against invoices and ledger entries, with every match carrying its source reference. Exceptions route to your accounting team with the evidence attached, and each posting waits for their review.
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Month-end close validation
During the close window, agents run the tie-out checks across the general ledger and flag breaks and anomalies with their sources. Your controller works the exception list, owns the close, and signs.
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Expense-claim processing against policy
Agents read the receipts and invoices behind every expense claim and check amounts, categories, and duplicates against your expense policy. Claims that need a human decision are flagged with the evidence attached, and approvals stay with your finance team.
Sales and analysis
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Financial-statement parsing
Agents parse balance sheets and income statements into structured financial data, and every figure carries a field-level reference back to the source page. Your analysts verify the output against the source document before it feeds their analysis.
IT operations
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IAM excess-access detection with recommendations
Agents map entitlements across your systems and flag access that exceeds what each role needs, with every finding carrying its evidence. Nothing is revoked automatically. Your IT owners review the recommendations and decide each change.
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Internal IT and API documentation generation
Agents read the systems you already run, including long-lived core applications and their interfaces, and draft the internal IT and API documentation your teams work from. Your engineers review, correct, and own what gets published.
Capabilities operated
AI is transforming financial operations - from transaction analysis to regulatory reporting. The delivery supports that shift end to end and is grounded in Custom AI Development, On-Prem AI Infrastructure, and Consulting. Client financial data, trading and position holdings, and regulator-reportable ledgers stay inside your network, so auditability, controls, and residency hold from diagnosis through to measurable ROI.
- Agentic processes See how transaction screening and KYC refresh run as agents inside your network.
- On-premises AI infrastructure See how we size the infrastructure footprint that maintains strict controls.
- Custom AI development See how we design and build AI agents that operate under strict controls.
- Consulting See how our Consulting engineers define a controls-first roadmap.
Where the proof lives
The framing above is a posture. The validated engineering that holds controls and residency intact is what Building and Validation delivers before major capital commits. We size your private stack, build the model on your real data set, and validate against real position and ledger data. You procure only what validation proves necessary.