Customer assistance with context
Provide current, approved product and service information from your application. Check permissions before retrieving private records.
- Define when a person should take over.
- Validate purchases, cancellations, and refunds in your backend.
From a first draft to publishable copy
Specify the audience, tone, and facts that must not change. Review grammar and accuracy before publishing.
- Test Georgian on representative long and short texts.
- Compare names, prices, and policy statements against the source.
Answers grounded in documents
Retrieve relevant passages in your application and send them with the question. Keep access controls and source references explicit.
Repeatable text workflows
Classify messages, extract fields, or summarize notes. Validate output before any consequential action.
- Define the output schema.
- Handle incomplete and contradictory inputs.
- Start with a small, measurable pilot.
Test before scaling
Compare models using the same real, appropriately anonymized examples. Measure quality, failure rate, latency, and total task cost.