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Model Fine-Tuning

Industry-specific model tuning with safety guardrails, evaluation, and rollback.

We fine-tune language models for your industry, terminology, and workflows — safely. Fine-tuning is done in isolated environments with evaluation harnesses that measure accuracy, safety, and bias before any model is deployed. Every tuned model has a versioned rollback point.

What it includes

  • Industry-specific language and terminology adaptation
  • Workflow-specific instruction tuning
  • Compliance document fine-tuning for regulated industries
  • Evaluation harness: accuracy, safety, and bias testing
  • Versioned models with rollback capability
  • A/B testing between model versions

Safety controls

How this keeps AI safe

  • Evaluation gate — no model deploys without passing accuracy + safety benchmarks
  • Bias testing across demographic and industry dimensions
  • Hallucination rate measurement before deployment
  • Versioned rollback — revert to previous model instantly if issues detected
  • Isolated training environment — no data leakage between clients

Which agents use this

Compliance Agent — tuned for regulatory languageField Agent — tuned for trade-specific terminology and quoting patternsMarketing Agent — tuned for brand voice and industry context

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