CodeLeo · My 90-day starting point
Skeleton
Industry Models & Fine-Tuning · Asset Pack
Lets data decide whether a general model suffices or fine-tuning pays.
Applies when
- General models miss your industry terminology and answer off-target
- Hallucination rate already affects critical business judgments
- You're stuck on whether to fine-tune, and which model
Does not apply when
- You have no usable eval set — without one you cannot tell whether fine-tuning actually helped.
Risks others hit
- AI parsing errors carry compliance consequences if not human-reviewed.
- Sensitive data requires private deployment and audit.
Evidence
Based on all 13 verified cases in the library (2026)
- Fertility Care Org: AI Medical Report Analysis Platform
- LA Surrogacy Agency: An AI-Assisted Clinical Data System That Cut Waiting Time
90-day plan
- Days 1–30Build the eval set · Score candidates
- Days 31–60Make the call
- Days 61–90Regression acceptance