Betting the core customer journey on a single model provider without abstraction creates commercial and operational risk when rates or policies shift.
Isolate what you can replace
Wrap model calls behind internal interfaces, keep evaluation harnesses portable, and store proprietary data outside the vendor by default. Negotiate exit clauses and data return explicitly.
Not every feature needs multi-model heroics—focus portability on critical paths.
Javan Informatics Group helps organizations turn these priorities into governed, operable programs—not one-off projects.