Large Intention Models
Post-trained models that translate business intention into executable plans, tool calls, and agent workflows.
enterprise.irislabx

Iris Labx Enterprise
We create post-trained models, Large Intention Models, and autonomous agents that turn enterprise intent into executable work across real systems.
Enterprise AI is not only about intelligence. It needs execution, control, integration, accountability, and a path from prototype to measurable production outcomes.
Iris Labx delivers a complete agentic stack: LIM research, autonomous agents, agent-ready software infrastructure, and hands-on deployment with your teams.
Post-trained models that translate business intention into executable plans, tool calls, and agent workflows.
Autonomous agents that discover capabilities, operate across APIs and internal systems, and complete real work.
A deployment layer that turns existing software into agent-ready systems through MCP, APIs, CLI, and structured workflows.
The capability network that lets agents discover, reason over, and execute trusted enterprise actions.
Human approval, audit trails, policy boundaries, and clear escalation paths for every autonomous workflow.
Connect agents to the tools you already run: ERPs, CRMs, data warehouses, internal APIs, CLIs, and private apps.
Forward deployed engineers work with your teams to turn high-friction operations into production agent systems.
Technology alone does not create impact. Our forward deployed engineers work inside the workflow with your operators, product leaders, and technical teams to identify the right agent actions, connect the right systems, and ship production workflows.
Iris Labx focuses on organizations where accuracy, speed, and accountability matter, and where software must move from human-facing interfaces to agent-facing execution.
Automate repetitive back-office workflows, reconcile fragmented systems, and route only exceptions to human teams.
Enrich accounts, qualify intent, update CRM data, prepare outreach, and keep pipeline systems clean.
Coordinate market, technical, and company research across private knowledge, public data, and internal tools.
Give agents structured access to development environments, deployment flows, monitoring systems, and support queues.
Prepare your company for the next generation of users: autonomous AI agents operating software directly.
Welcome to enterprise execution by intention.