The platform your
AI-native business runs on.

Ortelian connects what your agents know about your business, so they can act in your systems and learn from each other’s work.

The platform

Give agents a world to work in.

A goal tells an agent what to achieve. To work towards it, the agent needs to understand the people, companies, events and relationships involved, and be able to act in the systems where the work happens.

Work with your agents through Slack, email or Ortelian’s chat interface. You can also access them through MCP from AI tools such as ChatGPT and Claude.

YOUR TEAM Set goals. Review the work. Ortelian chat · Slack · Email · MCP ORTELIAN Agents Investigate, act and carry work forward. Use context Retain knowledge Your company’s world model Entities, relationships, knowledge and experience. Evaluations & action limits Check quality · Record work · Enforce permissions YOUR SYSTEMS CRM Finance Operations Read and act OTHER SOURCES Conversations Public records Market activity Observe and update AI MODELS Reasoning for the work Extraction from sources Fast, cheap for routine steps Any provider. Context Responses Agents work through configured connections. The world model stays in use across tasks and models.
Your team
Set goals. Review the work.
Ortelian chat · Slack · Email · MCP
Goals and reviews
Ortelian
Agents
Investigate, act and carry work forward.
Use context · Retain knowledge
Your company’s world model
Entities, relationships, knowledge and experience.
Evaluations & action limits
Check quality · Record work · Enforce permissions
Configured connections
Agents ↔ your systems
Read and act
CRM · Finance · Operations
Other sources → world model
Observe and update
Conversations · Public records · Market activity
Agents ↔ AI models
Context out. Responses back.
Any provider.
Reasoning: for the work
Extraction: from sources
Fast, cheap: for routine steps
The world model stays in use across tasks and models.

Knowledge that carries forward

The understanding stays with the business.

The world model brings company knowledge, market observations and experience from agent work into the same connected picture. What one agent learns can inform what another does next.


Knowledge about the world

Companies, people, markets and events, connected to the records, conversations and observations that describe them.

Knowledge from the work

Findings, methods and work records, retained so later work can use the experience and examine how a conclusion was reached.

Our goal is for agents to spot what needs attention and take on useful work without being told every next step.

Built for your business

One platform, fitted to your business.

The agent software, world-model foundation and evaluations come with Ortelian. We connect your systems and develop the knowledge, working methods and workflows around your business.

Your team can give tasks, assign ongoing work and shape how it gets done. We bring the platform into the business and keep improving it with you.

Your data

You own your data and world model.

You can export both. Ortelian hosts and operates the platform. We agree access, provider choices and data-handling requirements for your deployment.

We default to provider arrangements that do not use customer data for training. Any exception is agreed with you.

Access & accountability

Control the access. Check the work.

Access and actions are configured for the work. We define where people must decide, keep records of execution and use evaluations to check the results.

  • Workspace access

    Membership controls your team’s access. Ortelian operators manage the service.

  • Agent tools

    Tools are granted to the agent. Connecting a system does not grant access by itself.

  • Approval points

    We define where an action needs a person’s decision before putting the workflow into use.

Examples Real examples and standards Evaluate Find errors and weak decisions Update Knowledge, rules or workflows Check again Test the revised system Repeat after changes
Examples
Real examples and standards
Evaluate
Find errors and weak decisions
Update
Knowledge, rules or workflows
Check again
Test the revised system
After changes, return to Evaluate and check again.
Illustration · evaluations check the effect of changes to the system.

Let’s work through the fit.

Bring the systems you use and the work you want AI to take on. We’ll explain how Ortelian would fit and work through your data and access requirements.