Use Cases
What people are building with Matrix.
From solo developers to enterprise teams, Matrix is the infrastructure for agents that actually ship.
Engineering
Autonomous code review and refactors
A Neo agent scans open PRs, runs the test suite, leaves structured review comments, and proposes targeted refactors — all without a human in the loop until sign-off.
DeFi
Safe token rebalancing via MCL
A DeFi agent monitors portfolio drift and executes rebalancing swaps through the MCL rigorous rail. Every swap produces a signed receipt and an audit-ready execution record.
Operations
Zero-touch incident triage
An ops agent monitors alerting channels, correlates logs, classifies incidents, and creates structured runbooks — reducing mean time to triage from hours to minutes.
Research
Deep research with citation memory
A research agent browses, summarizes, and stores sources in Cortex. Every subsequent query builds on its accumulated knowledge — no lost context across sessions.
Enterprise IT
Governed infrastructure automation
Enterprise teams run infrastructure changes through an MCL agent with full audit log, approval gates, and rollback support — meeting SOC 2 requirements automatically.
Personal
A personal agent that remembers everything
Individuals run a personal Neo agent that manages their email, calendar, and notes — building a private persistent memory of their preferences, projects, and contacts across years.