Do we need to fine tune

Start with RAG. Fine tune when gains justify cost.

How do you prevent bad outputs

Policies, filters, domain rules, and human review for sensitive actions.

Yes. We deploy in your cloud when required.

Ship LLM apps that create content, summarize knowledge, and speed decisions. Fine tuning, RAG, safety, and analytics.

Draft emails, product descriptions, support replies, and more with review steps.

Ask natural questions over policies, manuals, and past cases, get sourced answers.

Upload files, extract key points, and share concise briefs.

Explain logs, write SQL starters, and document pipelines.

Prompt design and evaluation — clear, testable, and easy to tune

RAG keeps answers grounded in approved sources.

Policies and filters reduce harmful or off topic content.

Score outputs, collect feedback, and improve continuously.