Briefings

Pattern-based blueprint for building RAG chatbots that make existing public knowledge accessible 24/7. Covers the three-phase model (Curate, Build, Serve), two-team staffing (SMEs + IT), compliance fast lane, Azure/AWS infrastructure mapping, and a realistic 6-week timeline.

Preparing incarcerated individuals for successful reentry through digital literacy and workforce development. Covers the recidivism cycle, Digital Equity Act funding, three-pillar transformation framework, and ROI evidence.

Executive briefing on adopting agentic engineering in state government. Covers the vibe coding vs agentic engineering distinction, IT force multiplication, business staff productivity spectrum, governance framework, economics, and recommended next steps.

Current state of technology at CDCR. Maps existing systems, infrastructure challenges, and modernization opportunities across California's correctional institutions.

Enterprise modernization strategy for California state government. E3 Operational Model, Technical Executive Assignment framework, funding, and governance.

Executive briefing for deploying AI coding assistants in California state government. Covers compliance requirements, risk classification, technical controls, and phased implementation.