05 / Services
AI integration
AI where it helps. Clear boundaries where it matters.
A good fit when
Your business has a repeatable reading, extraction or assistance task and a way to judge answer quality.
Consider another route when
A deterministic rule or database query already gives a reliable answer with less uncertainty.
What we can deliver
A bounded AI feature, evaluation examples, source visibility, human review and a fallback path.
How we approach it
We test representative cases and failure cases, keep permissions outside the model and set review thresholds.
What shapes the scope
Data quality, model usage, evaluation, latency, permissions and human review all affect cost and scope.
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Let's make something useful.
A first product, a difficult workflow or software that needs a fresh start. Tell us where you are.