Migrate LLM Models Safely
Move to a New Model Without Breaking Production or Failing Compliance
We architect a governed model migration using BoundrixAI's multi-model routing and drift detection. Traffic shifts gradually from the old model to the new one while we track quality, cost, and compliance metrics in real time — with instant rollback capability.
The Problem We're Solving
Your LLM provider deprecated your model. Or your current model is too expensive, too slow, or failing quality benchmarks. You need to migrate — but you can't afford regression in production or a failed compliance audit during the transition.
How We Do It
Week 1: Benchmark current model output quality on your production query set
Week 1: Configure BoundrixAI to route a shadow percentage of traffic to the new model
Week 2: Compare outputs with automated quality scoring and human review on edge cases
Week 2–3: Gradual traffic shift (10% → 50% → 100%) with live quality monitoring
Week 3: Full cutover; old model kept on standby for 30-day rollback window
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Relevant Industries
FAQ
Migrate LLM Models Safely, FAQ
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