Lightweight agents
A narrow role, short context, and fast actions. Example: a personal sales operator that keeps history and the next step for one customer.
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Enterprise
Product
Implementation from $5,000; license from $3,000 / monthAI Enterprise Team
An AI team for a business scenario: from lightweight personal agents to heavier engineering loops for coding.
Adapted to the scale, risk, and complexity of the process
Agent types included
Operations agents
Work inside the process: CRM, statuses, documents, follow-up, task queues, promise control, and repeatable actions.
Heavy agents
Take engineering work: coding, integrations, tests, refactoring, diagnostics, CI, and review-ready output.
What Enterprise includes
Workflow and business processes
We help assemble the workflow and describe processes, roles, inputs, outputs, handoff, and result criteria.
Company infrastructure
We deploy on company servers, connect access, and resolve technical rollout issues.
Models and API
The company pays API costs directly or uses local models inside its own loop.
Priority support
People join in the priority layer: technical consulting, complex issue resolution, and launch support.
How the roles are split
Roles are chosen for the business scenario. Below are the typical roles the system can allocate.
Role
Coordinator
Keeps the overall plan, handoff order, statuses, and next step together.
Role
Analyst / Product
Collects context, requirements, priorities, and result criteria.
Role
Executor
Closes the main work area: code, integrations, documents, operations, or launch.
Role
QA / Control
Checks the result, risks, fit to criteria, and handoff quality.
Role
Ops / Support
Runs the process, repeatable operations, SLA, and operating discipline.
What it does
Main work loop
- Implementation from $5,000: process, architecture, roles, integrations, and launch.
- License from $3,000 / month after launch.
- Pricing grows with solution complexity, SLA, cost of error, and the responsibility we take on.
Examples
How the task is framed
- Lightweight agent: a personal sales operator with history and context for one customer
- Operations agent for CRM, statuses, follow-up, and repeatable actions
- Heavy coding agent for integrations, tests, refactoring, CI, and engineering work
What we promise
What result we aim to get
- The company pays API costs directly or uses local company models
- Technical consulting and infrastructure issue resolution
- Priority support
How the enterprise loop launches
Step 1
We find the bottleneck
We look where the business is losing time, money, or quality and what needs to be moved into a new loop.
Step 2
We assemble the role set
The system allocates roles for the task: coordinator, analyst, executor, control, and support as needed.
Step 3
We launch and rebuild
The loop goes into work, and the role set changes on the way if the process requires it.
Need help choosing the format
Come with a task. We will choose the format.