Services
AI and Cursor enablement for data teams, engineering maturity, and hands-on delivery — working solutions, not slide decks.
Enable data teams with AI & Cursor
Two years shaping context (prompts, repos, rules, reviews) and Cursor workflows so your data team ships faster — without accumulating unmaintainable glue code. Coaching, pair context and agent engineering, or short embedded stints, including usage policies for Cursor and other AI tools.
Cursor for software teams
Accelerate regular software teams with Cursor as the development environment, including usage policies for Cursor and other AI tools. Context engineering, review loops, and workflows that keep code maintainable — whether your team builds applications, APIs, or internal tools.
Git and a steady way to ship
Help the data team move from ad-hoc scripts to a shared codebase in Git and a repeatable way to release.
Data engineering
Design and implement scalable data integration: ingestion, transformation, orchestration, and operational monitoring. Emphasis on reliable patterns, testing, and documentation so your team can own the solution.
Data warehousing
Warehouse and mart design: dimensional modelling, slowly changing dimensions, data quality checks, and performance tuning for heavy read workloads.
Hands-On Development & Consulting
Embedded technical support, implementation, and platform build-out — from shaping the approach to writing the code and shipping the solution. Engagements can include assessments, pair delivery with your team, or interim hands-on capacity alongside your roadmap.
Idea, no upfront budget?
If you have a strong idea but no money for a traditional build, we can still talk: I can help deliver the technical solution on a profit-sharing (or revenue-share) basis when the fit is right — clear scope, shared risk, and terms we both sign up to. Every case is different; reach out with what you are building and we can explore whether it makes sense.