Frequently asked questions

Straight answers about how we help with agentic AI.

What is “agentic” AI?

Agentic systems go beyond single prompts: they plan, call tools, retrieve data, and act over multiple steps. That power requires stronger guardrails than a simple chatbot—exactly where we focus.

Do you build software for us?

We are primarily an advisory practice: strategy, risk, governance, and review of designs. We can work alongside your vendors or internal teams and recommend patterns; hands-on implementation is scoped separately when appropriate.

How do you handle bias and fairness?

We help you define what “fair” means for your use case, measure outcomes across relevant segments, and prioritize mitigations (data, modeling, UX, and process) proportional to risk.

Is this legal or compliance advice?

No. We inform technical and operational decisions; your counsel remains responsible for legal interpretation in your jurisdictions.

Typical engagement length?

Discovery and roadmap work often runs a few weeks; deeper programs (e.g., enterprise governance rollouts) can span quarters. We’ll propose a timeline after an initial scoping call.

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