GenAI Strategy & Roadmap
Practical AI strategy that starts with your business goals, not technology hype. We identify high-value use cases, evaluate build vs. buy, and create actionable roadmaps.
RAG & Enterprise Search
Production-grade retrieval systems that actually work. Vector databases, chunking strategies, reranking, and evaluation frameworks built for accuracy and scale.
Agentic AI / MCP Architecture
Production agent systems with tool boundaries, MCP integration, auth, evals, human escalation, and monitoring built for production reliability.
LLMOps & Evals
Ship AI with confidence. Evaluation frameworks, cost controls, A/B testing, and observability for production LLM applications.
Data & Platform Foundations
The infrastructure that powers AI at scale. Data pipelines, feature stores, ML platforms, and the foundations for production AI systems.
Cloud Modernization
Modern cloud architecture on AWS and Azure. Serverless, event-driven systems optimized for cost, scale, and operational excellence.
Security & Governance
Production security for AI systems: compliance frameworks, access controls, audit trails, and agent-specific governance and review paths.
Fractional CTO
Embedded technical leadership for AI-native and high-stakes software companies: architecture, engineering judgment, technical diligence, and senior representation in the room.