FAQs

How long until we see results?

Workshops create alignment in days; PoVs typically run 4–10 weeks and end with a scale/no-scale decision.

Do you build, or just advise?

Both. We can deliver end-to-end, or co-build with your team and leave a maintainable blueprint.

Can you work with sensitive data?

Yes—under your security requirements, with clear data minimization, access controls, and retention rules.

No. We recommend GenAI only when it matches the problem and you can evaluate quality and risk in a defensible way.

Do you recommend GenAI for everything?

How to get started?

Reach out via our contact page to discuss your needs and next steps.