A generative prototype takes a week; a generative feature you can defend takes longer, and the difference is evaluation. We build with a test set from day one, measure quality against it on every change, and design the guardrails — retrieval grounding, output validation, human review where the stakes require it — before the feature goes near a customer.
Artificial Intelligence & Generative AI
Generative AI
Generative features that are evaluated, not just demonstrated.
Overview
What the engagement covers
- An evaluation set and scoring built before the feature is
- Retrieval grounding against your own content, to cut invention
- Prompt and context engineering, versioned like any other code
- Output validation and refusal paths for the cases that need them
- Cost and latency budgets set and measured per request
What you leave with
- Quality you can quote a number for
- Regressions caught by evaluation before release
- A per-request cost that is known before launch
Artificial Intelligence & Generative AI
The rest of this practice
Generative AI, scoped to your estate
Tell us where you are and what it has to be worth. We will come back with a scope, a sequence and a number.