2026-08-29
How we take AI from strategy to production
A practical path from use-case selection to models your team can run.
Most AI programs stall between a promising prototype and a system operations can trust. SIFFRUM starts with a constrained business problem, checks data readiness, and only then invests in model work. We instrument evaluation, fallbacks, and ownership so production is the default, not the exception.