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HARNESS ONE / ENTERPRISE AGENT PLATFORM

The operating layer for
enterprise AI agents.

HarnessOne powers AI agents for ecommerce, business intelligence and operations. From agentic commerce to performance analysis and workflow execution, our platform connects agents to your data, tools and business rules to turn requests into reliable work.

THE HARNESS ONE PLATFORMIntelligence, connected to your business.
YOUR BUSINESS
Structured and curated data sourcesDatabases, business systems and curated datasets.
Knowledge & contextThe meaning behind the information
Rules & processesThe way your business works
Enterprise integrationsConnect the Harness to your existing business systems.ERP · CRM · PIM · OMS · Others
AI modelsClaude · GPT · Gemini · others
HarnessOneThe shared operating environment
SPECIALIZED HARNESSES
Agentic CommerceHarness
Business PilotHarness
OperationsHarness
Specialized agents in each Harness

An AI model without a
Harness is just a smart chat

The Harness runs every step of the loop. It gives the model your context, turns its decisions into controlled actions through approved tools, and brings back real results. Permissions are checked before execution; outcomes are verified afterward.

SPECIALIZED HARNESSES

Built for the way your business works.

One shared foundation. Three specialized Harnesses, each with the tools, context and operating rules its domain requires.

Agentic Commerce Harness

Commerce Agent,
from customer's intent to confirmed order

Explore products and variations, check prices and promotions, build your cart and execute orders

Explore Agentic Commerce
Commerce01 / 03
Agentic Commerce Harness in action
Business Pilot Harness

Understand performance.
Guide the next decision.

Give agents the analytical tools, business context and memory to investigate performance, explain changes and support ongoing management follow-up.

Explore Business Pilot
Business intelligence02 / 03
Business Pilot Harness in action
Operations Harness

Plan the work.
Verify the outcome.

Bring process context, execution tools, task memory and approval rules together for agents that coordinate operational work across enterprise systems.

Explore Operations
Operational execution03 / 03
Operations Harness in action
WHAT MAKES IT A HARNESS?

Six blocks. One working agent.

INSIDE A SPECIALIZED HARNESS

Run the work, step by step.

Plan, act, observe and repeat until the job is done. Each result informs the next step.

AI model
THE HARNESS
LoopToolsContextMemoryGuardrailsEvaluation
Enterprise agent
THE COMMON FOUNDATION

One platform. A shared foundation for every Harness.

HarnessOne brings the six blocks together. Each specialized Harness configures them around a business domain, its systems and the work its agents need to perform.

THE AGENTIC LOOPHarnessOne
GUARDRAILS

Permissions and approvals before actions. Verification and traceability after execution.

  1. 01

    CONTEXT

    The task, your business, what happened so far.

  2. 02

    MODEL

    Reasons and decides the next step.

  3. 03

    TOOLS

    Reads, calculates and acts on your systems through approved capabilities.

  4. 04

    RESULTS

    Tool outputs and observed changes feed the next step.

Repeat until the work is done.
MEMORY

Keeps the state of the work across steps and sessions.

EVALUATION

Tests each version on real scenarios, using traced execution.

Run the work, step by step.

Coordinate the model, tools and task state through a sequence of decisions and actions. Bring each result back into the next step, and make the conditions for continuing, stopping or requesting help explicit.

Explore this block of the platform

HARNESS ONE / PLATFORM FOUNDATION
Loop

Run the work, step by step.

Task planning and next-step decisionsModel and tool orchestrationMulti-step and long-running tasksWorkflow dependencies and handoffs
Loop01
Tools02
Context03
Memory04
Guardrails05
Evaluation06
FROM UNDERSTANDING TO EXECUTION

Read. Reason. Act.

The model interprets the task and decides what to do next. Approved tools retrieve information, perform calculations and execute permitted actions.

Read

Retrieve the information the next step needs.

  • Business data
  • Documents and knowledge
  • Catalogs and system records

Reason

Interpret the request and the evidence available.

  • Understand the question
  • Assess tool results
  • Explain findings and plan the next step

Act

Use an approved tool to move the work forward.

  • Calculate and compare
  • Create and update
  • Execute and transact
BUILT FOR THE ENTERPRISE

Capable by design. Accountable in operation.

Clear permissions. Explicit business rules. Work that can be traced, checked and evaluated.

Governed

Permissions, policies and approval boundaries define how agents work.

Grounded

Business definitions, relevant data and operating rules inform each step.

Evaluated

Behavior is tested against business scenarios and expected outcomes.

Observable

Tool calls, actions, results, cost and failures can be traced and reviewed.

BUILT AROUND YOUR BUSINESS

Ready to put intelligence to work?

Start with the work you want agents to perform. We’ll explore the Harness, tools, context and operating requirements it needs.

Request a demo