Frequently Asked Questions

Most pilots are live within 6–10 weeks. We scope tightly, start with your highest-value use case, and build for production from day one — not a demo that needs rebuilding later.

We can typically kick off within two weeks of agreeing on scope. The first step is a short discovery session to understand your data, systems, and the decision you're trying to improve.

Yes. We deploy on your infrastructure — cloud, on-premise, or hybrid. Data sovereignty and security constraints are things we plan for upfront, not after the fact.

Absolutely. Our stack is built on AWS and we integrate natively with your existing services — S3, RDS, Lambda, SageMaker, and more. No rip-and-replace.

We have proven solution patterns — AI decision chatbots, support automation, monitoring platforms — that we adapt to your data and workflows. Faster than building from scratch, but genuinely tailored to you.

Whatever you already have. We've worked with structured databases, spreadsheets, ERP exports, and live API feeds. The discovery session maps what you have to what's possible.

We follow enterprise security standards throughout — encrypted in transit and at rest, role-based access, and no data leaves your environment unless you explicitly require it.

Most clients move to a production rollout or expand to a second use case. We stay involved for handover, training, and ongoing support — or hand off cleanly to your team if preferred.