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The Agentic Harness: the governed execution layer for Agentic AI.

Upware connects any agent to any system, and orchestrates execution through deterministic workflows, verification checkpoints, and policy enforcement. Agents operate predictably and reliably, at up to 80% lower token cost.

Why a harness
AI is the brain. The harness is the hands.

A foundation model can reason and plan. But reasoning is not execution. The harness is the infrastructure layer that gives any agent everything it needs to act reliably inside your business.

The model
The brain

Claude, GPT, Gemini, and every other foundation model can reason and generate. On their own, they have no memory, no system access, no enforcement, and no guarantee of consistent behavior.

The harness
The hands

Upware gives every agent:

Drift-and-hallucination-proof access to your systems, with or without APIs
Deterministic workflows that prevent unauthorized or runaway behavior
Process-level verifications and policy enforcements
State, memory, and context across every step
Up to 80% fewer tokens at runtime due to determinism
Architecture
One Harness. Five dimensions of control.

Gartner calls it an Agentic Harness: the software layer that mediates agent interactions with your systems. Upware sits between any agent and any system, governing every interaction through Context, Connectivity, Compliance, Cost, and Control.

Upware mediates every agent interaction with your systems and processes
Upware Harness Layer
No-Code Harness Builder
C₁
Context
Multi-modal capture of org knowledge
C₂
Connectivity
Any system, with or without APIs
C₃
Compliance
Predictable workflows, zero AI drift
C₄
Cost
Up to 80% less token spend
C₅
Control
Single gateway for all AI activity
Connects to any system, legacy, homegrown, or SaaS, with or without APIs
Your existing systems
SalesforceSalesforceSAPSAPOracleOracleMicrosoftMicrosoftWorkdayWorkdayServiceNowServiceNowCoupaCoupaFISFISTemenosTemenosFinastraFinastraJack HenryJack HenrynCinonCinoGuidewireGuidewireApplied EpicApplied EpicVertaforeVertaforeDuck CreekDuck CreekSapiensSapiensMajescoMajescoEpicEpicMEDITECHMEDITECHAthenahealthAthenahealthYardiYardiMRI SoftwareMRI SoftwareRealPageRealPageAppFolioAppFolioVTSVTSAmadeusAmadeusSabreSabreAgilysysAgilysysMewsMewsInforInforSiemensSiemensNetSuiteNetSuiteSnowflakeSnowflakeTableauTableauInformaticaInformaticaOktaOktaCrowdStrikeCrowdStrikeCyberArkCyberArkSailPointSailPointAtlassianAtlassianDocuSignDocuSignBoxBoxHubSpotHubSpotZendeskZendeskAS/400MainframeCitrixSITATravelportNavitaireCloudbeds + any 3rd party, homegrown or legacy system
How it works
Show the process once. Upware does the rest.

Upware captures how your processes are done and how your systems actually work, and takes it from there. Four stages, zero engineering required.

01
Observe
Capture the process via human demo, SOP, specs, or instructions. Upware learns intent, flow, systems, and policies.
02
Connect
Upware auto-generates integrations using API, web, DOM, shell, and vision. No APIs required.
03
Codify
Upware encodes processes as mostly-deterministic workflows, with policy enforcements, verification checkpoints, and audit.
04
Deploy
Each process becomes an action any agent can call. Published as MCP tools or APIs. Live in days.
Why Upware
The structure is yours. The AI fills in the intelligence.

When you ask an open-ended agent to run a task, what happens depends on the model's mood. Upware encodes your process as a workflow, with integrations, phases, and validations defined once. The AI runs only where it adds value. Everything else is deterministic.

Predictable and compliant
Same workflow, same sequence, every time, due to a mix of deterministic parts with verifiable LLM parts.
Integrated
Every flow runs with your context, policies, and procedures, on your bespoke systems.
Cost-disciplined
Workflows are optimized for determinism, resulting in 80% less tokens.
Framework-agnostic
Published as MCP tools or APIs. Works with any agent platform. The harness layer underneath, not a competing interface on top.
Security and governance
Compliant by design, auditable and explainable at every step.

Deployed inside your environment. Your data never leaves your premises, and every action is governed before, during, and after it runs.

Before execution
Policy validation
No credentials saved, no data stored. Outbound-only connections. Every action is checked against your business rules, IAM, Auth, and RBAC before it runs.
During execution
Durable, predictable and reliable
System interactions are deterministic and drift-proof. LLM steps are wrapped with verifications and enforcements. Transparent and traceable. No blind spots.
After execution
Audit and traceability
Before-and-after state diffs, outcome validation, trace of policy checks and artifacts, and immutable audit logs.

See the harness in action.

We will show you how Upware learns a process in your environment and makes it autonomous in days.

Request a demo