Build AI that works.
Where the work happens.
Become the engineer who can discover, scope, build, deploy and drive adoption of production AI systems with customers.
BOOK AN INTRO CALL →Your starting point determines the build. On the intro call we assess your engineering depth, customer exposure and target role, then shape the curriculum around the gaps that matter.
Engineering depth.
Customer reality.
THE COMPLETE FDE LOOPWorkflow discovery, stakeholder interviews, ROI, success measures and when to say no.
Technical scoping, architecture, build-versus-buy judgment and delivery planning.
Rapid prototype, production code, RAG, tools, agents, MCP and enterprise integrations.
Evals, red-team testing, observability, cost, privacy, security and governance.
Deployment, reliability, rollback, incident handling and production runbooks.
Stakeholder training, adoption, handoff, expectation management and measurable outcomes.
Turn field feedback into reusable capabilities, case studies and a product roadmap.
Balance customer trust, commercial judgment and technical truth under ambiguity.
Eight weeks.
Field to production.
REPRESENTATIVE JOURNEY · PERSONALISED AFTER THE CALLUncover the workflow, constraints, users and outcome behind a request.
Discovery brief + workflow mapSet success criteria, architecture, risks and a credible delivery boundary.
Technical deployment proposalBuild a rapid prototype around the least certain, highest-value assumption.
Customer-testable prototypeConnect data, tools and workflows into a maintainable production system.
Integrated AI systemMeasure quality, failure modes, safety, latency and cost on real cases.
Eval harness + scorecardSecure the system and design observability, rollback and incident response.
Readiness review + runbookRun a live pilot, train stakeholders and close the workflow gap.
Live pilot + adoption planPackage learning into reusable capability and a credible next roadmap.
Case study + 90-day planFor engineers ready
to own the outcome.
THE FITExperienced software, data or solutions engineers, technical consultants and tech leads.
Comfort writing and shipping code, plus a real customer problem, product or credible simulation.
A production-minded system, evals, operational runbook, adoption plan and field-tested FDE playbook.
Tell us what you have built
and where you want to operate.
We will assess where you are across engineering, customer discovery and delivery, then recommend the sequence that closes your highest-value gaps. If the track is not right for you, we will say so.