Work

Selected builds and deliveries. Each entry says what it is, what it proves, and where to see more. Client names stay out; the method and the evidence stay in. Full provenance lives on the proof page.

Morphe: document intelligence platform

A precision-first document intelligence platform: a 21-stage pipeline that turns messy technical documents into localized, cross-checked evidence a human can trust. Built abstain-by-default, with human review gates, evidence candidates and audit trails, delivered into a regulated engineering context.

production AI engineering with precision contracts, not demos. Read: Engineering the Box

Knowledge Hub in five days

A governed knowledge system for an engineering organisation: live in five days, 150+ documents indexed, 11 engineers querying internal knowledge with cited answers in week one. The full write-up is public.

speed with governance intact. Read: 5 Days, 14 Services, One Box

Cited civic AI: Ask London

A voice-enabled agent answering cited questions about London's 33 boroughs from real open data, on NVIDIA Nemotron. Every figure is computed from the data and traced to its source; when the data cannot answer, the agent says so plainly. Built for the NVIDIA Hack for Impact; a persona-aware sibling (citizen, health lead, analyst, CFO) extends the pattern.

retrieval with citations and honest abstention. Code on GitHub

Second brain and multibrain systems

A working memory layer in daily production use: an Obsidian vault synced across three machines, agents that read and write the same memory, and a nightly compile that turns daily notes into a 700+ concept wisdom base. The open-source starter kit is public.

the Second Brain advisory service runs on my own system first. Starter kit on GitHub · Read: The Enterprise Multibrain

Production websites and content platforms

Three live AI-ready platforms built and operated: aiundecided.com (publishing and document intelligence lab), leadershiptribe.co.uk (134+ content pieces, accessibility-tested, four regional editions), and mediversityglobal.com (medical education). Astro, Cloudflare, structured content, machine-readable surfaces.

the AI-Ready Website service is delivered from experience, not theory.

Private AI infrastructure

Local and sovereign AI stacks: a portable enterprise AI appliance, a public inference gateway, and multi-service orchestration on Apple silicon. Documented in public build notes, including the mistakes.

private AI deployment with operational runbooks. Read: Mac Studio AI Server

Want the method behind these? See the playbooks and advisory services, or email hello@krishnachodipilli.com.