The MergeOn Platform
The enterprise foundation for building, governing and operating AI at scale.
Explore the platform →THEMIS Mission Control NewUnderstand what is changing across your organization and bring the right decisions to the right people at the right time.
Runtime Digital Twin PreviewVisualize every runtime, capability and relationship across your AI operating environment.
Create governed AI activity once, with its knowledge, controls, approvals and execution requirements.
Runtime CenterOperate and observe governed Runtimes, activity, execution, evidence and readiness from one operational surface.
Governed KnowledgeTurn enterprise information into structured, governed context that AI can use without losing source meaning and relationships.
Policy & ProtectionDefine the controls that govern what AI may access, what it may do, what must be protected and when a person must approve.
Data ProtectionProtect sensitive values while preserving the business context AI needs to perform the governed task.
Human ApprovalRequire human authority where governed AI activity should not proceed on AI authority alone.
Golden ThreadReconstruct governed AI execution from request to outcome with connected execution evidence.
AI Evaluation & AssuranceVerify what can be proven, evaluate AI behaviour and establish evidence-backed readiness in context.
AI Model GovernanceGovern which models may participate, where they may be used, what evidence supports them and when their qualification must be reconsidered.
Why MergeOn
Turn the knowledge you already have into governed context AI can use.
Policies, procedures, manuals, regulations and operating documents were written for people — not AI.
MergeOn Document Intelligence transforms them into structured Tier-3 Review Packs, preserving meaning, relationships, dependencies and source context. Accepted knowledge can then be governed in the Knowledge Center and supplied to AI at execution.
Better context. Less repeated processing. More efficient AI execution.
Explore Governed Knowledge →Wherever critical knowledge, policy and AI execution have to work together.
Govern policies, controls, product rules and regulated decisions while keeping AI execution traceable.
Healthcare & Life SciencesTurn clinical, operational and regulatory knowledge into governed context while protecting sensitive information.
Logistics & Supply ChainStructure customs, trade, food, agriculture, transport and supplier requirements so AI can work from the right rules for the activity.
Legal & Professional ServicesTransform contracts, precedents, policies and matter knowledge into governed context with source-level evidence.
Industrial & Critical OperationsGovern procedures, technical documentation, safety requirements and operational knowledge across complex environments.
Public Sector & Defense Supply ChainControl how sensitive policy, procurement, compliance and operational knowledge participates in AI-enabled activity.
Build on MergeOn
The application asks for a business outcome. The Runtime governs how it is produced.
An integration calls a published Business Capability rather than a model endpoint, so knowledge, policy, protection, human authority and evidence stay part of the activity instead of becoming your problem to rebuild.
Everything below describes the contract you build against and the architecture behind it.
Explore the developer platform →Everything you need to integrate, extend and build on the MergeOn platform.
API ReferenceComplete REST APIs, authentication, schemas and integration endpoints.
SDKs & ExamplesAccelerate development with SDKs, sample applications and reference implementations.
Technical documentation covering platform architecture, configuration and deployment.
Integration GuidesStep by step guides for connecting AI providers, enterprise systems and business applications.
Architecture PatternsReference architectures and implementation patterns for enterprise AI deployments.
Know where you stand
Most organizations do not have an AI problem. They have a clarity problem.
Before deciding what to build, it helps to establish what your organization already believes about ownership, governance and decision-making — and where those beliefs disagree with each other.
Start with an honest read of where you are. Everything else follows from it.
Start the free benchmark →Take the free 12-question benchmark and get an immediate view of your organization’s AI readiness.
Start the benchmark Leadership Alignment AssessmentCompare leadership perspectives to reveal where your team is aligned, where views diverge and where that difference matters.
Explore the assessmentMergeOn was created to give organizations a governed foundation solid enough to put real AI-enabled work on.
Read our story →Why MergeOn exists and how we are building the enterprise control plane for governed AI execution.
CareersJoin the team building the control plane for governed enterprise AI.
Contact UsTalk to MergeOn about your organization, implementation or enterprise AI programme.
See how the models, cloud, data and enterprise technologies organizations already use can participate in governed MergeOn execution.
Implementation PartnersBuild a governed AI practice on MergeOn and help enterprises move from AI pilots into controlled production.
Become a MergeOn Implementation PartnerBring MergeOn into client engagements, build repeatable governed AI capability and register for partner enablement and future certification.
Give AI the context it needs.
Not the sensitive data it doesn’t.
MergeOn protects sensitive values before governed AI participation while preserving the business context the task depends on. AI can work with what the information means without unnecessarily receiving the protected value itself.
Protect the value. Preserve the meaning.
Protect the value without destroying the context.
Traditional redaction can remove the very information an AI task needs in order to make sense of the work.
MergeOn separates the sensitive value from the business context around it. The protected value does not need to be exposed simply for the model to understand the role that value plays in the task.
Protect
Sensitive values are identified within governed activity.
Preserve
The model receives the working context required for the task without unnecessarily receiving the protected value.
Operate
The AI performs the governed activity using the protected representation and permitted context.
Restore
Where authorized, the original value can be restored inside the governed boundary for the operation that requires it.
Useful context does not require unnecessary exposure.
The task remains understandable while the sensitive values remain protected. Illustrative example only.
Restore sensitive values only where the operation requires them.
Some business operations eventually require the original value — for example when an approved downstream action must use the customer’s real identity or account reference.
MergeOn allows protected values to be restored within the governed execution boundary where authorization permits it, rather than exposing them throughout the AI interaction.
Scoped
Restoration belongs to the governed operation that requires it.
Authorized
The original value is available only where the applicable authority permits restoration.
Audited
Restoration becomes part of the governed execution evidence.
Protection travels with the governed operation.
Data protection is not a cleanup step after an AI interaction. The applicable protection context forms part of the governed execution so the operation can determine what information may participate and what must remain protected.
Request
The governed activity receives its input.
Protection
Sensitive values are protected before AI participation where required.
AI participation
The model works with the permitted context.
Authorized action
Protected values may be restored where the governed operation requires and permits them.
Evidence
The protection and restoration context can form part of the execution record.
Show what was protected — and when it was restored.
Protection should not disappear into an invisible middleware step. Governed execution evidence can establish the protection context associated with an operation and, where restoration occurs, connect that action to the governed execution.
Protect it. Govern it. Evidence it.
Policy & Protection
Determines the controls applicable to the governed activity.
Data Protection
Protects sensitive information while preserving usable business context.
Golden Thread
Connects protection and restoration to the governed execution evidence.
Move past the pilot.
Put your first governed AI activity into production.