B2B software · 2026

An AI assistant that answers 6 in 10 support tickets

Support was drowning in repeat questions. We built a retrieval assistant grounded in their documentation and ticket history, with confident escalation to humans.

Tickets resolved without a human
61%Tickets resolved without a human
Median first response
40sMedian first response
Answer accuracy at review
92%Answer accuracy at review

The challenge

Six agents spent most of their day re-answering the same forty questions, while genuinely complex tickets waited days for a reply.

What we did

Services used

  1. Clustered two years of tickets to find the repeat set
  2. Built a retrieval pipeline over docs and resolved tickets
  3. Set a confidence threshold for automatic escalation
  4. Shipped an evaluation suite run on every model change

Tell us what you are trying to build.

A 30-minute call, a straight answer on scope and cost, and a written summary afterwards whether or not you work with us.

Prefer to talk? +91 93551 11537