A 6-agent AI platform that continuously validates compliance coverage for US financial institutions — detecting regulatory gaps, generating audit-ready evidence, and regenerating test suites within 4 days of any regulatory update. Runs entirely inside your private VPC.
Built for CCOs, CROs and CTOs at community banks, regional banks and fintechs. Each domain gets dedicated AI agents tuned to its specific regulatory requirements.
Regulations update continuously. Manual test coverage falls behind in 60–90 days. Fortress regenerates your suite within 4 days of any OCC, FDIC, FinCEN, CFPB, Fed or NCUA change.
Coverage gaps found by examiners become findings. The SS-MoE semantic routing engine activates the right regulatory expert per story — AML, SOX, Reg E, PCI — automatically, before examination.
OCC and FDIC examiners want verifiable evidence. Every test run writes an immutable DynamoDB record — approver name, timestamp, regulation citation — automatically. One-click exam package export.
From community banks under $500M to national institutions over $50B — each tier has distinct regulatory obligations, exam frequencies and compliance budgets. Fortress addresses all three.
| Model | Functional Correctness | Coverage | Generation Time | Cost / Test |
|---|---|---|---|---|
| SS-MoE (Fortress Labs) ⬡ | ✓ 95% | ✓ 95% | ✓ 5 minutes | ✓ $0.15 |
| Claude Opus (zero-shot) | 65% | 62% | 8 min | $4.00 |
| GPT-4 (few-shot) | 60% | 55% | 12 min | $3.00 |
| GPT-4 (zero-shot) | 45% | 40% | 10 min | $2.50 |
| Manual Expert (human) | 85% | 60% | 12 weeks | $40,000 |
We connect to your JIRA sandbox, run 5 real compliance stories through the 6-agent pipeline, and return a coverage report — test cases, framework tags, audit trail — in 30 minutes.
VS Code extension + JIRA OAuth2 + your compliance database. Setup in 30 minutes. Zero rip-and-replace. Runs inside your existing AWS VPC.
Fortress Labs AI uses a clean separation of concerns. System 1 continuously ingests regulatory data from 18 government sources. System 2 is the lightweight VS Code plugin your engineers use. They communicate via a private API — no compliance data ever leaves your perimeter.
Continuously ingests regulatory data from government sources, processes it, stores in your compliance database, and serves via private API. Runs 24/7 — always current.
The lightweight plugin your engineers already understand. Right-click a JIRA story → watch 6 agents process it → test file appears in your project. Fully within your editor.
Each agent has a single defined responsibility and its own tool set. The SS-MoE semantic router activates the right domain experts — AML, SOX, Reg E, PCI, Fair Lending, Stress Test — per story. Two mandatory SOX §404 human approval checkpoints before any test commits.
No rip-and-replace. No new infrastructure. Fortress reads from your existing compliance databases, JIRA, and git repositories — indexing rules into a private Weaviate vector store inside your VPC. One-time ingestion, automatic re-indexing on schedule.
| Data Type | Crosses Perimeter | Storage |
|---|---|---|
| JIRA title + criteria | ✓ Outbound TLS 1.3 | Transient only |
| Source code | ⊗ Never | Your VPC only |
| Compliance rules | ⊗ Never | Weaviate (VPC) |
| Generated tests | ⊗ Never | S3 (VPC) |
| Audit trail | ⊗ Never | DynamoDB (VPC) |
| Model weights | ⊗ Never | SageMaker (VPC) |
| LoRA trajectories | ⊗ Never | S3 (VPC) |
30-minute session. We connect to your JIRA sandbox, run 5 real stories, show you the VPC deployment diagram — with your engineering team present.
Deep domain knowledge baked into each agent. 12 active US frameworks, all current versions, continuously monitored. Not generic compliance hints — regulation-specific test generation mapped to your institution's actual rule values.
Benchmarked on 35 banking compliance test cases across 8 regulatory domains. arXiv 2025.
| Domain | GPT-4 | Claude Opus | SS-MoE (Ours) |
|---|---|---|---|
| AML / BSA | 55% | 70% | 98% |
| Fair Lending | 50% | 65% | 93% |
| Stress Testing | 40% | 55% | 92% |
| Third-Party Risk | 60% | 75% | 96% |
| Policy / Governance | 65% | 70% | 94% |
| Variant | Functional | Coverage |
|---|---|---|
| SS-MoE Full | 95% | 95% |
| – Semantic State removed | 78% | 82% |
| – MoE → use all experts | 85% | 88% |
| – Geography-aware removed | 88% | 90% |
| – Top-2 routing → Top-1 | 82% | 85% |
Every test run writes an immutable DynamoDB record. Pull a complete exam package for any JIRA story at any time. No manual documentation. No last-minute preparation.
One-click export of all audit records for a date range. Formatted for OCC, FDIC, or FinCEN examiner review. Includes coverage metrics, approval chain, and regulation citations.
DynamoDB records written with IAM conditions preventing modification or deletion. No admin override. Immutability enforced at AWS policy level — not application logic.
We map your current JIRA stories to applicable frameworks, identify coverage gaps, and show you what the automated suite would look like — in 30 minutes.
Community banks spend $1.7M–$4.8M annually on compliance. Fortress Labs Starter plan costs $5,000/month. The Professional plan pays for itself in the first week.
Adjust sliders to match your institution's parameters. Industry baseline: $115/hr fully-loaded compliance engineer.
Built by engineers who have worked inside compliance stacks at PIMCO, Disney/ESPN, and Fannie Mae. 17+ years of enterprise engineering — we saw the problem from the inside.
17+ years enterprise engineering. Built RAG systems before the term existed. Architect of SS-MoE patent and the Fortress Labs 6-agent compliance pipeline. Former: PIMCO fixed income tech, Disney/ESPN streaming infrastructure, Fannie Mae MLOS compliance testing.
Lead engineering scaling the 6-agent pipeline to enterprise deployments. Deep AWS expertise, LLM ops experience, banking compliance knowledge preferred.
Apply →Own the regulatory intelligence layer. Deep OCC/FDIC exam procedures and SOX §404 domain expertise. Former regulator or Big 4 background strongly preferred.
Apply →Board composition in formation. Seeking directors with banking regulation, enterprise software, and fintech backgrounds. Q2 2026 recruitment.
Former OCC/FDIC examiner or senior regulatory official. Community bank examination experience.
Inquire →Former CTO at a financial institution or RegTech company. Enterprise SaaS scaling experience.
Inquire →Lead investor rep. Fintech/RegTech investment experience. ICBA or NAFCU network access valued.
Inquire →CFO or audit committee experience. SOX compliance and corporate governance expertise.
Inquire →Banking compliance, enterprise AI, or fintech sales — we want to talk.
Raising to fund 5 US pilot customers, SS-MoE patent prosecution, and ICBA channel establishment. Deck available under NDA. Target close Q2 2026.
Full Discovery→Understanding→SS-MoE→Generation→Validation→Execution deployed. End-to-end under 5 minutes per story.
Provisional patents in both jurisdictions. arXiv preprint under peer review. 18-month technology lead.
Zero data egress architecture validated. Bedrock PrivateLink, Weaviate Docker, DynamoDB write-once. Terraform templates ready.
SOX §404, PCI-DSS v4.0, Reg E §1005, BSA/AML OCC Feb 2026, FDIC Part 363, NIST 800-53, OFAC, GLBA, FFIEC, NCUA, §1071. All current versions.
Send us a brief introduction. NDA and investor deck within 1 business day.
investors@fortresslabs.ai →Full investor presentation with financial model, cap table, competitive analysis, and patent summary. NDA required.
Request Deck →30-minute intro. We'll walk through the product demo, patent claims, and financial model in the same session.
Schedule →DISCLAIMER: This page is for informational purposes only and does not constitute an offer to sell or solicitation to purchase securities. Forward-looking statements are based on current assumptions and may differ materially from actual results. Consult your legal and financial advisors before making any investment decision.
We connect to your JIRA sandbox, run 5 real compliance stories through the 6-agent pipeline, and return a coverage report — test cases, framework tags, audit trail — in 30 minutes. No infrastructure changes. No commitment.