Customer support agents
Fine-tune on FAQs, refund policies, and past tickets. Open the support desk workspace and answer with brand voice.
- FAQ + policy packs
- Ticket-style replies
- Re-train weekly with new chats
Use cases
Built for real products, not demos
Same platform — different workspace when training finishes.
Tutors & learning
Exam coaches and course bots from Q→A pairs. Tutor desk keeps practice loops structured.
- Past-paper style data
- Practice prompts
- Progress notes for learners
Writers & content ops
Listing copy, captions, and newsletters that match your tone after fine-tune.
- Writer studio UI
- Tone lock via examples
- Agency multi-client destinations
Translation & local language
Glossaries and parallel sentences into lingual bases — dual-pane translator workspace.
- EN ↔ local languages
- Glossary injection
- Side-by-side panels