Good fits
- Customer support that must match policy and style
 
- Internal knowledge bots that must be right and consistent •
 
- Legal, finance, healthcare, or other domain‑heavy text
 
- Technical docs, SOPs, and structured outputs (JSON, forms, templates)
 
- Marketing content that must sound exactly like your brand
 
What you get
- A tuned model or hosted endpoint ready to use in your app
 
- Prompt + system messages tailored to your workflows
 
- Eval report showing gains vs. the base model
 
- Data recipe (how we prepared and split your examples)
 
- Rollout plan + monitoring (alerts, logs, guardrails)