Architecture & Implementation
From roadmap to production: I architect and personally build the systems the assessment prioritized, including production RAG, agentic workflows, evaluation frameworks, data platforms and the cloud beneath them, with governance and handover built in.
Technology leaders who have a validated roadmap, or a prototype that must become a governed production system, and need senior hands-on delivery rather than a vendor team learning on their budget
The roadmap is clear but capacity, architecture risk, and prototype-to-production gaps block shipping: unreliable retrieval, ungoverned agents, or fragile data foundations
A production system your team can operate and extend, with lineage, evaluation and rollback from day one
Governed production systems: RAG pipelines with citation and eval, LangGraph and MCP agents with guardrails and audit trails, or cloud-native data platforms shipped with IaC, observability and runbooks, patterns proven in delivery for organizations including the United Nations
From roadmap to running system.
The build engagement takes what the roadmap prioritized and ships it as a governed production system: architecture, implementation and handover from the same person.
- Architecture with data contracts & eval criteria
- Vertical slices with demoable increments
- Observability, runbooks & handover
Approach
- 01ArchitectTranslate the roadmap into a governed architecture: data contracts, retrieval and agent boundaries, and evaluation criteria
- 02BuildPersonally lead and build in vertical slices with demoable increments: ingestion, vector store, MCP tooling, orchestration and cloud IaC
- 03Harden & Hand OverEvaluation harness, observability, lineage and runbooks so your team can operate, extend and roll back with confidence
Take the roadmap to production
30 minutes to walk through your roadmap, the architecture risks, and what a build engagement would look like.