AI isn't a silver bullet. For SaaS companies, the critical question is: which support tasks go to AI, and which stay with humans?
A Practical Framework
Use a "complexity × value" matrix:
- Low complexity, standardized — full AI. Feature questions, API docs, pricing, account help. AI accuracy on these exceeds 95% when backed by a knowledge base.
- Medium complexity, requires judgment — AI triage + human review. Technical recommendations, bug diagnosis. AI gathers context and drafts a response; humans approve.
- High complexity, highly personalized — AI-assisted, human-led. Enterprise customizations, contract discussions. AI provides supporting info; humans decide.
Key Principle
Don't aim for 100% automation. Our experience: handing 70-80% of repetitive queries to AI while your team focuses on the complex 20-30% is the sweet spot.
