Skip to main content
All case studies

AI Automation

AI Support Agent for SaaS Platform

We trained an AI agent on 4 years of help-desk history and product docs, then wired it into live chat and email with confident hand-off rules so complex issues still reach a human within minutes.

Industry: B2B SaaSTimeline: 5 weeksStack: OpenAI, Intercom, Make
AI Support Agent for SaaS Platform project visual

68%

Tickets Deflected

42hrs/week

Time Saved

+21%

CSAT Increase

The challenge

  • A small support team answered the same onboarding and billing questions dozens of times a day.
  • First-response times stretched past four hours during peak periods.
  • Existing help docs were accurate but rarely found by customers.

What we built

Cleaned the knowledge base

Four years of resolved tickets and the product documentation were consolidated into a single trusted answer source.

Deployed a first-response agent

The agent answers in live chat and email using only approved content, and always cites the doc it drew from.

Set explicit hand-off rules

Billing disputes, cancellations, and low-confidence answers escalate to a human with the full conversation attached.

Reviewed weekly

Every escalated conversation feeds a weekly review that tightens answers and closes documentation gaps.

The results

  • 68% of incoming tickets are now resolved without human involvement.
  • The team recovered roughly 42 hours per week.
  • Customer satisfaction rose 21% thanks to instant first responses.

68% of tickets resolved without a human

Want results like this?

Tell us the process that is eating your team's time and we will map how it can run itself.