FlowMind AI
Let the agent handle the repetitive 80%.
An AI agent platform that reads incoming support tickets, invoices, and requests, then routes, drafts, and resolves them automatically.
FlowMind AI
- Client
- Confidential
- Industry
- AI & Business Process Automation
Services
FlowMind AI reads every incoming ticket and document, classifies intent, and either resolves it end-to-end for routine cases or drafts a response and routes it to the right person with full context attached for complex ones — with a human always able to review, edit, or override before anything is sent.
Technologies
FLOWMIND AI
Read. Decide. Resolve.
Defining Project Requirements
Leadership wanted automation that could actually take action — not just suggest a canned reply — while keeping a human in the loop for anything ambiguous, sensitive, or outside policy.
Key requirements included:
- Automatic classification and routing of incoming tickets and documents
- End-to-end resolution for well-defined, policy-covered request types
- Drafted responses with full context for anything outside policy
- A review queue where a human can approve, edit, or override every agent action
- An audit trail of every decision the agent made and why
Agile Approach
The agent was scoped deliberately narrow at launch — three ticket types it could fully resolve — and every action it took, correct or not, was logged and reviewed weekly to retrain its confidence thresholds before adding the next category. That review loop, more than any single model upgrade, is what got auto-resolution from acceptable to trusted.
Delivering results our clients value and trust.
FlowMind AI
“The team stopped dreading the ticket queue. The routine 80% just gets handled, and the agent's reasoning is right there when we need to check its work.”
— Head of Customer Operations, B2B SaaS company (name withheld)
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