Define the problem. Then build it with AI.
Anyone can prompt their way to something that looks finished in an afternoon. PromptCraft starts by defining the problem properly — what it needs to do, for whom, and how you'll know it's working — then builds with AI against that spec. The outcome is held to a production bar, not a demo bar.
Definition first. AI second. Production always.
Most "AI problems" are actually specification problems wearing a prompt-shaped disguise. We fix the specification, then build.
Problem definition & specs
Turning a vague ask into a written spec — what it needs to do, for whom, and how you'll know it's working — before any prompt or line of code exists.
AI-assisted build
Prompts, agents and application code, built against that spec with AI and reviewed like production code — not accepted on the first output.
Evaluation & testing
Eval suites and regression tests so you know a change made things better, not just different, before it ships.
RAG & context design
Retrieval and context strategies that get the right information in front of the model without drowning it.
Model & cost review
An honest look at whether you're on the right model for the job, and where token spend is going to waste.
Team training
Hands-on sessions to get your own engineers defining problems properly and building with AI to a production standard.
Definition first, then AI — in that order, every time
Define
Before any prompt or line of code, we write down what the system actually needs to do, for whom, and how you'll know it's working.
Build with AI
We implement against that spec using AI — reviewed, tested and iterated like production code, not accepted on the first output.
Evaluate
We build a lightweight eval set from real inputs so every future change can be measured, not guessed at.
Hand over
You get the spec, the code or prompts, and the evals — no black box, no lock-in.
Got an AI feature that looks done but isn't?
Tell us what it's supposed to do and where it's falling short of production — we'll tell you honestly whether we can help.