FAQ
Common questions
As soon as you have meaningful product usage data, typically around Series A or $1M ARR. Earlier-stage companies benefit from our starter advisory that helps build the data foundation for future AI capabilities.
We evaluate each capability across four dimensions: competitive differentiation value, data advantage potential, implementation complexity, and time-to-market urgency. Core differentiators should be built custom. Commodity AI can be bought or integrated via APIs.
Yes. Our consulting transitions seamlessly into implementation through our custom AI development service. We design the strategy and then build it, ensuring alignment from roadmap to production.
See where AI cuts cost in your business.
Run the free Scorecard and we'll send back a costed read on the two workflows where AI pays for itself fastest — or book the 5-day Operations Sprint and we'll build it.