The operating layer for AI in your company.

Knowledge, tools, permissions and business rules. We build the harness that lets AI work within your company’s operating boundaries.

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AI MODEL

YOUR COMPANY HARNESS

Company context

Knowledge sources · task memory

Tools and permissions

ERP · CRM · role-based access

Business rules

Approval · exceptions · execution

Records and evaluation

Monitoring · tests · costs

Enterprise Harness Setup

How does it
help your business?

A harness is the operating layer that manages what information AI can access, which tools it can use and how it completes a task. We connect your systems, responsibilities and approval rules so a model response becomes a traceable business process.

Context and memory

Define knowledge sources, task history and working state so longer tasks can resume from where they stopped.

Tools and connections

Define permitted operations in ERP, CRM and other applications, and implement API and tool connections.

Permissions and approvals

Design role-based access, action limits and steps requiring human approval around your business rules.

Task execution

Break work into steps, with state tracking, timeouts, retries and exception routing.

Records and observability

Trace sources, tool calls and outcomes, and monitor usage and operating costs.

Evaluation and improvement

Evaluate real scenarios and check model or process changes against the same acceptance criteria.

WHAT DOES IT LOOK LIKE IN PRACTICE?

One need.
An end-to-end workflow.

01
A purchasing need is read from ERP.
02
An agent prepares options using permitted supplier records.
03
Budget and permission rules are checked; required approval is requested.
04
The approved action is recorded, along with sources and outcomes.

What you receive

Your company-specific operating layer

Tool, access and approval contracts

Scenario evaluations and a monitoring plan

OUR ENGINEERING APPROACH

First, understand your work.
Then build together.

Start with one process.
Expand as you see results.

01
Understand
Explore your needs, existing systems and how your team works.
02
Design
Define workflows, tasks and approvals, then test a small pilot.
03
Integrate
Connect the solution, test it and bring it into use with your team.
04
Improve
Track outcomes, gather feedback and adapt to new needs.

Your questions.
Clear answers.

Is a harness an AI model?

No. It is the infrastructure around the model, connecting context, tools, task state and operating rules.

How do you tailor it to our business?

We select a process, its systems and access boundaries, implement the connections and approvals, test real cases and expand based on the pilot results.

Can it extend an existing AI application?

We review its architecture, model access and integrations, then retain useful components and add missing execution, control and monitoring layers.

CONNECTED SERVICES