- Why do SaaS companies need AI foundations before shipping AI features?
- Without foundations for evaluation, keeping customers separate, cost control, and a clear view of how it's behaving, product-level AI features quietly get worse over time, run up cost you cannot trace back to a customer, and break in front of the people you least want to see it. Building the foundation first means every subsequent feature inherits that discipline rather than reinventing it.
- Can Architech work alongside our internal AI team?
- Yes. Architech's engagements are structured around embedded delivery - the internal team owns the platform after handoff. Governance, architecture, and evaluation patterns are transferred, not held.
- What is the fastest a technology operator can ship a governed AI feature to customers?
- The AI Foundations Blueprint plus a first workflow build typically gets the first governed AI feature live in front of customers in 6 to 9 weeks - foundations set in the first two to three weeks, feature build and evaluation in the following four to six.