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 11-7 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.
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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.
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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.