Continuous monitoring
Tracks agent performance, accuracy, and response quality in real time. Alerts when something deviates from expected behavior.
All products
Speiro AI Ops
Speiro AI Ops
Autonomous operations for your AI agents, MCP servers, and self-hosted LLM deployments. AI Ops continuously watches your system so you don't have to — catching problems before they affect your business.
Drift detection
Catches when agent behavior degrades over time — like a car slowly going out of alignment — and flags it before your clients notice.
Automatic error handling
Detects errors and retries automatically. Patterns of failure are surfaced so the root cause can be fixed, not just papered over.
Prompt and config version control
Every change to agent prompts and configurations is versioned and tracked. Roll back to a previous version in seconds if needed.
Token-cost optimization
Identifies inefficient prompts, retry loops, and unnecessary reprocessing — reducing the number of LLM tokens consumed per task and cutting your AI spend.
MCP server and LLM health
Monitors MCP server availability and self-hosted LLM performance — latency, resource utilization, and connection health.
Availability
Speiro-hosted
Included at no additional licensing cost.
Self-hosted
Available as a paid add-on.
- Own UI accessible through the portal
- Monitors agents, MCP servers, and self-hosted LLMs
- Reduces manual ops and token costs
- Included with Speiro-hosted; paid add-on for self-hosted
Ready to map agents to your business?
Start with a discovery call — we'll identify what to automate first and where agents should run in your stack.
Book a discovery call