TechnologyOversight
Autonomy that stays accountable.
Oversight binds every agent to the rules and access the business sets and records every action.
The problem
Handing real work to AI raises questions about accuracy, compliance and accountability.
Oversight added after launch cannot answer those questions because nobody can show what the system did or why. Trust has to be built into how agents run.
Oversight: rules, access and accountability
Oversight is the Control Layer of Prime and part of the architecture rather than a review on top. Every agent turn passes through checks. Every action leaves a record. People keep the final say.
Draws on
- Roles and policy
- Process owners
Feeds
- Every agent action
- Audit record
- Human review
- Layer
- Control Layer
- In this layer
- Oversight
- In the product
- Guardrails
- Part of
- Prime
Capabilities
What Oversight does.
Checks on every turn
More than 20 guardrails.
Every output is checked before release and quality is measured automatically across all agent output.
Access and accountability
Roles in, records out.
Single sign-on and role-based access decide who sees what. Audit logs record every agent action. Personal data follows a transparent GDPR process.
Human authority
People decide. The system keeps running.
Process owners set the rules and name the cases that go to a person. Operations continue across providers without interruption.
The rest of Prime
Every component works from the same foundation.
- CaptureOperational knowledgeCapture documents how experts run each workflow and produces the process maps and rules agents are built on.Context Layer↗
- MemoryAI-native data foundationMemory is the shared and governed foundation every agent reads from and writes to.Context Layer↗
- AtlasEnterprise semantic layerAtlas organizes governed data into the shared objects and rules a business works with.Context Layer↗
- BuilderAgent constructionBuilder assembles each agent for one workflow with the right models and tools and the right rules.Delivery Layer↗
- RecursiveLearning from live operationsRecursive measures live operations and turns the findings into changes tested before release.Delivery Layer↗
- IntelligenceUnderstanding and judgmentIntelligence gives agents three abilities. Understand the request. Read the documents. Decide the next step.Application Layer↗
- JourneyThe interface layerJourney builds an agent into the apps and channels a business already runs. A user who gets stuck gets an answer and a completed task.Application Layer↗
See Oversight running on your operation.
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