Softgen

// B2B SaaS

A support copilot that handled the questions humans shouldn't have to.

An in-product AI copilot, grounded in the company's own docs and ticket history, that resolved routine questions instantly and freed the team for the hard ones.

Illustrative example — not a real, named client engagement

60%
of routine tickets deflected
Instant
answers, 24/7
5 wks
from kickoff to launch
/01The challenge

What was at stake.

A growing SaaS team was drowning in repetitive support tickets. Customers waited hours for answers that already existed in the docs, and the team had no capacity for the genuinely hard problems.

/02The approach

What we did.

  • Discovery to map the highest-volume, lowest-risk question types
  • A RAG pipeline over their docs, changelog and resolved tickets
  • Output guardrails, evals and a confident hand-off to humans
  • Shipped in-product behind a feature flag, then rolled out by cohort

Services

Stack

Next.jsAnthropicpgvectorTypeScript
All work

Ready when you are

Let's build the thing.

Tell us what you're building and we'll come back with a plan, a price and a date. No obligation, no jargon.