Industries — Banking

Audit-ready AI, inside your perimeter.

Banks operate under long-established model-risk and IT-examination requirements. Optimus puts the models, the prompts, and every log line inside the perimeter your examiners already understand.

SR 11-7FFIEC IT HandbookGLBAEU AI Act

Why sovereign

The case for sovereign AI in banking.

01

Your model inventory, physically yours

SR 11-7 makes you accountable for every model that touches a decision — including the ones a vendor runs for you. When the weights sit in your rack, validation, versioning, and retirement are things you do, not things you request.

02

Non-public information stays non-public

GLBA safeguards and state privacy laws follow customer data wherever it flows. A prompt that leaves the building is a data flow. On Optimus, there is no egress to explain, monitor, or document.

03

One door for the examiner

FFIEC guidance treats AI as part of your technology risk profile. A sealed appliance with full decision logs gives the exam team one auditable system instead of a chain of cloud subprocessors.

The pain point — compliance

Every AI decision is potentially examinable.

Every AI answer a bank acts on is potentially examinable. Cloud AI turns that into a third-party-risk file: subprocessor lists, regional failover you don't control, retention policies written by someone else. On-prem, the control environment is simply yours.

The regimes in play

  • SR 11-7 / OCC 2011-12

    Model risk management — inventory, validation, and documentation of every model influencing decisions.

  • FFIEC IT Handbook

    AI and ML examined as part of architecture, infrastructure, and operations — including where it runs.

  • GLBA Safeguards

    Administrative, technical, and physical controls over non-public personal information.

  • EU AI Act

    High-risk classification for credit decisioning — with documentation and logging duties that follow the system.

What cloud AI puts at stake

  • Customer NPI embedded in prompts leaves your legal perimeter
  • Vendor model updates silently invalidate your model documentation
  • Subprocessor chains turn one AI vendor into a dozen third parties
  • Exam findings you can't remediate because the stack isn't yours

Optimus removes this exposure entirely: no external calls, no subprocessors, no egress — the full AI stack runs inside the controls you already operate.

Use cases

What one machine solves in banking.

Every workload below runs on the appliance, against your documents and systems, with full logs — no internet connection required.

KYC / AML alert triage

Screen alerts against internal files and watchlists, draft dispositions, and keep the entire reasoning chain on the box for the BSA officer.

  • Alert narratives drafted with citations to source records
  • SAR drafts assembled from case files
  • Every disposition logged for examiner review
KYC / AMLSAR DraftingSanctions

Credit memo assembly

Spread financials, summarize borrower files, and draft credit memos on models your validation team has actually inspected.

  • Financial spreads from statements and tax returns
  • Draft memos in your credit policy format
  • Model documentation stays current — the weights don't move
UnderwritingCredit Memos

Regulatory reporting prep

Assemble CTR, call report, HMDA, and CRA workpapers from source systems without any record crossing the firewall.

  • Workpaper drafts with line-item provenance
  • Anomaly checks before filing
  • Nothing to disclose in a vendor-management review
Call ReportsHMDACRA

Exam and audit readiness

Point the machine at your policy library and prior findings; get evidence packs and answers in exam language.

  • Policy retrieval with effective-date awareness
  • First-draft responses to examiner requests
  • Findings tracked against remediation evidence
Exam PrepEvidence Packs

Fraud investigation summaries

Fuse core, card, and case-management records into investigation timelines investigators can defend in court.

  • Cross-system entity timelines
  • Loss narratives with document references
  • Chain-of-custody preserved — data never left
FraudInvestigations

Branch and ops copilot

Give staff a permission-aware assistant over procedures, products, and rates — answers grounded in your documents, not the open internet.

  • Role-scoped retrieval with citations
  • Consistent answers across branches
  • Zero customer data in any third-party log
Enterprise SearchOps Copilot

AI your examiners can inspect, on infrastructure you control.

Reserve a build slot, or talk to the team about a sovereign deployment for your organization.

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