AI products your business actually uses.
Copilots, RAG assistants, agents and embedded AI — designed for B2B workflows, shipped in weeks, on a codebase you own.
What I build
Real AI products for B2B teams — not demos, not chatbots bolted onto a sidebar.
Internal Copilots
Sales, support and ops copilots grounded in your data — proposals drafted in minutes, tickets triaged automatically, playbooks always at hand.
RAG & Knowledge Assistants
Retrieval-augmented assistants that answer from your docs, contracts and product knowledge — with citations, permissions and audit trails.
Agentic Workflows
Multi-step agents that handle real work — research, enrichment, outbound, reconciliation — with human-in-the-loop where it matters.
Embedded AI Features
Chat, search, summarisation and generation inside your existing SaaS — shipped as a feature, not a sidecar.
AI-Native Web Products
New products built AI-first from day one — Lovable + Lovable Cloud + LLM gateways for speed, with React under the hood for full ownership.
Evals & Guardrails
Evaluation harnesses, prompt versioning, content filters and observability — so the thing you ship in 2026 is measurably better than the demo.
How I work
Four phases from idea to a system you rely on.
Use-case shaping
I pressure-test the idea against ROI, data access and risk. You leave with a one-pager: what we're building, why, and how we'll know it worked.
Prototype in days
Working prototype in 1–2 weeks on Lovable + Lovable Cloud. Real data, real users on your side, real feedback before we commit to a build.
Production hardening
Auth, RLS, evals, observability, model fallbacks, cost controls, delivered with my partner specialists. I move you from prototype to a system you can rely on.
Iterate & operate
Weekly improvements driven by usage data. I stay on as your AI engineering partner or hand over a codebase you own end-to-end.
The stack: speed without lock-in
I build on Lovable + Lovable Cloud with a modern LLM gateway layer (OpenAI, Anthropic, Google, open-source), supported by a vetted network of partner specialists for production hardening. That means working prototypes in days, production-grade React + Postgres + auth under the hood, and a codebase your engineering team can pick up at any point. No proprietary runtimes. No vendor cliffs.
Selected AI engagements available on request.
Most AI product builds I ship sit alongside a marketing website built through my B2B Webflow agency work — the two engagements often run in parallel.
Got an AI use case worth shipping?
Bring me the workflow. I'll come back with a one-pager and a prototype plan inside a week.