Core competencies
- AI Readiness Assessment: use-case inventory and risk tiering, readiness scoring, phased roadmap. Typically 3–4 weeks.
- Assured Build: retrieval-augmented and agentic AI integrated with existing systems, with human review gates, an accuracy baseline, and an evidence package built alongside the system. First increment typically 8–12 weeks.
- AI Verification & Baseline: black-box and adversarial testing (prompt injection, data disclosure, ungrounded output, excessive agency), bias testing, and a compliance crosswalk for the authorization package. Typically 4–6 weeks per system.
- Continuous Monitoring & Drift Detection: re-evaluation on any model, prompt, or retrieval change; quarterly posture reporting.
- AI Governance: AI usage policy, risk classification, and maturity roadmaps.
Differentiators
- Evidence from day one: testing, baselines, and audit trail produced as the system is built, not reconstructed for review.
- Inside your boundary: work in the agency's enterprise or in infrastructure we or the prime provide, under NIST SP 800-171 controls for CUI, DoD cloud impact levels, and HIPAA for PHI.
- Model-agnostic: policy-approved models on Azure or AWS, or local models on isolated infrastructure.
- Client owns everything: source code, services, test harnesses, evidence, and monitoring.
- Framework-aligned: NIST AI RMF and Generative AI Profile (NIST AI 600-1), OMB M-25-21, DoD RMF.
Key personnel experience
- DISA Chief Engineer, Medical Community of Interest: delivered DoD/VA's first integrated healthcare data network, serving 15M+ service members and veterans.
- GSA FAS, Chief Data Scientist: key contributor to GSA's first AI governance policy; predictive models identifying $170M+ in sales opportunities; classification models across $3.5B in vendor product analysis.
- GSA FAS, Chief Data Architect: designed and delivered the FAS Enterprise Data Architecture, integrating 32 data sources into AI-ready AWS environments; led a team of 14.
Experience of the firm's principal in prior roles; not past performance of Analytica Logica LLC.