Axiom Cognitive Support & Triage Agent
Tool-augmented agent architecture that searches private knowledge bases and drafts verified customer solutions.
The Operational Challenge
Technical B2B support desks receive hundreds of tickets requiring repetitive searches through 50+ pages of internal product documentation, API changelogs, and past resolved tickets. Support engineers spend 70% of their time finding references rather than solving complex issues.
Architectural Solution
We engineered a cognitive support agent prototype built on vector semantic search and tool-augmented reasoning. The agent parses incoming bug reports, queries validated technical documentation, and generates complete draft replies with exact citations for human engineer sign-off.
System Execution Flow
Technical documentation, Markdown files, and resolved ticket archives are vectorized into high-dimensional semantic embeddings.
The agent breaks down multi-part user questions, queries relevant documentation chunks, and generates a structured root-cause hypothesis.
A verified response draft is presented to a support engineer inside the help desk with one-click approval, eliminating hallucination risks.