Services
AI built for every regulated industry.
From law firms and hedge funds to hospitals, biotechs, and research institutions — every system we ship has been put to work in places where one mistake costs millions.
- Client value generated
- $60M+
- Annual operational savings
- $5M+
- Industries served
- 15+
- Building production AI
- 7 yrs
Otavio & his team have worked with
- Intuit
- OmniAb
- Armistice Capital
- Beta Bionics
- Novo Nordisk
- Truist
- Cerebral Connections
- Adon.ai
- EIDMI
- Fenwick & West
- Office Ally
- M-Square Capital
- University of California Merced
- Intuit
- Foresight Sports
- Think Investments
- Edison Smart
- Truist
- Alku Recruiting
- IKEY International
- Atika Capital
- Fenwick & West
- Private Equity
- SSTM2
- Advanced Research Consulting
- Conquest Trader
Proven across regulated industries.
We build where "it kind of works" isn't good enough. Every system below has shipped for a named client in a real, audit-ready environment.
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Legal & professional services
On-premise AI for AM100 firms and boutiques. Privileged document workflows, contract review automation, and matter intake systems — engineered to never leak client data to third-party APIs.
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Banking & financial services
Compliance-aware automation for chartered banks and credit unions. KYC document processing, fraud-signal triage, and client-facing assistants built to satisfy OCC and FDIC examiners — not just sprint demos.
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Hedge funds & asset management
Portfolio analysis pipelines, alternative-data ingestion, and research copilots for funds running real capital. Built with auditable provenance — every model output traces back to the data and prompt that produced it.
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Pharmaceuticals & biotech
AI for discovery and clinical operations — antibody candidate screening, trial document automation, and regulatory submission drafting. Validation-aware by design, 21 CFR Part 11 in scope.
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Medical devices & clinical AI
Software-as-medical-device systems for closed-loop devices and clinical decision support. Algorithmic explanations, bias monitoring, and audit trails built for FDA pre- and post-market scrutiny.
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Healthcare IT & clinical operations
Patient intake automation, claims processing copilots, and EHR-integrated assistants. HIPAA-compliant deployment patterns — including fully on-premise — where PHI must never leave the perimeter.
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Higher education & research
AI infrastructure for research universities and labs — literature review pipelines, grant drafting copilots, and IRB-aware study assistants. Built for the dual constraints of academic rigor and student privacy (FERPA).
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Enterprise SaaS & fintech
Product-led AI for SaaS platforms serving the regulated mid-market. SOC 2-aligned deployments, model lifecycle governance, and customer-facing AI features that pass vendor security review the first time.
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Private equity & deal sourcing
AI-driven deal pipelines, CIM ingestion, and portfolio operating-company diligence. Built for funds that need signal across thousands of targets — without the data leakage risk of generic cloud tools.
Next step
Ready to scale with AI?
Book a free 30-minute call. We'll find where AI can save you the most time and money, and show you exactly what it takes to get there — without putting any of your data at risk.
Engagements typically start at $20K. Most projects range $30K–$150K.