Coming Q2 2026

Deploy autonomous agents that think, plan & execute.

Mersio Labs orchestrates fleets of AI agents that reason through complex tasks, collaborate with each other, and deliver end-to-end outcomes — no human babysitting required.

See the Platform
12M+
Agent Runs / Month
94%
Task Completion Rate
3.2s
Avg. Decision Latency
500+
Enterprise Deployments
Capabilities

Intelligence that operates, not just answers.

Our agents go beyond chat. They plan multi-step workflows, use tools, handle errors, and iterate until the job is done.

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Autonomous Reasoning
Agents decompose ambiguous goals into executable plans, re-evaluate on failure, and adapt strategies in real time.
⟡
Multi-Agent Orchestration
Spawn specialized sub-agents for parallel execution. A supervisor coordinates, resolves conflicts, and synthesizes results.
⊞
Tool Integration
Connect agents to APIs, databases, browsers, code interpreters, and custom tools via a universal adapter layer.
◈
Persistent Memory
Long-term episodic and semantic memory lets agents learn from past runs and personalize behavior across sessions.
⬡
Guardrails & Control
Define boundaries, approval gates, budget caps, and audit trails. Full observability into every reasoning step.
△
Self-Evaluation
Built-in critique loops verify outputs against quality criteria before delivering results. Agents know when to ask for help.
Platform

From intent to outcome in one pipeline.

Every agent run flows through a deterministic pipeline with full observability at each stage.

Input
User Intent
→
Stage 01
Planner
→
Core
Agent Runtime
→
Stage 03
Evaluator
→
Output
Verified Result
< 100ms
Planning Overhead
Auto-retry
Error Handling
Full Trace
Observability
SOC 2
Compliance
Use Cases

What agents are doing in production.

01
Autonomous Code Review
Agents review PRs, suggest fixes, run tests, and submit approvals — reducing review cycles from days to minutes.
→
02
Customer Support Resolution
End-to-end ticket handling: classify, investigate, resolve, and follow up — with human escalation only when needed.
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03
Data Pipeline Orchestration
Agents build, monitor, and repair ETL pipelines autonomously — detecting schema drift and adapting transforms in real time.
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04
Research & Report Generation
Multi-agent teams search, synthesize, fact-check, and produce publication-ready reports from unstructured data sources.
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05
Security Incident Response
Detect anomalies, triage alerts, correlate signals across systems, and execute containment playbooks — 24/7.
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Get Started

Ready to put agents to work?

Start with our free tier. Deploy your first agent in under five minutes. Scale to enterprise when you're ready.

Talk to Sales