The Building Blocks
Velatir is built around a small set of concepts. Once these click, the rest of the platform follows.Organisation & workspaces
Your organisation is the top-level account. Workspaces sit inside it and separate activity by team, department, or project.
Sessions & traces
Every AI interaction is captured as a trace. Related traces are grouped into a session that represents a complete conversation or workflow.
Agents
Gatekeeper and Data Protector review every trace. Gatekeeper controls which services can be used, and Data Protector catches sensitive content.
Assessments
Each agent records an assessment for every trace it reviews, with the verdict and the reasoning behind it.
Instructions
Your own rules that tell an agent what to do in a specific scenario, such as always blocking a project codename.
Insights
Aggregated views of how your organisation uses AI, where activity concentrates, and what agents are catching.
How They Fit Together
A trace is captured
An AI interaction, in the browser or a desktop app, is captured and sent to Velatir as a trace. Each trace has a direction: Inlet (a request to an AI service), Response (a reply from it), or Signal (an event). Related traces are grouped into a session.
Agents assess it
Your active agents review the trace at the same time. Each one records an assessment and reaches a verdict, applying your categories and instructions.
The outcome is resolved
The verdict depends on each agent’s role. An Observer flags its findings for review. An Enforcer can block the trace or escalate it for approval. The most restrictive outcome wins.
People are notified
If a trace is escalated, it is sent to your connected channels so the right people can respond.
Everything is logged
The trace, each assessment, and the outcome are recorded for audit purposes.
Key Principles
Traces are the foundation
Every AI interaction is captured as a trace. This gives your organisation full visibility into AI usage.Agents handle the volume
Agents review every trace automatically. People only see what an agent flags or escalates.Roles control authority
Each agent runs as an Observer or an Enforcer. You can start with monitoring only and add enforcement as you build confidence.Instructions tune behaviour
Instructions let you teach an agent how to treat a specific scenario, so its verdicts match your organisation over time.Everything is auditable
Every trace, assessment, decision, and outcome is logged with full context. Your compliance trail is always complete.Organisation and Workspaces
See Roles & permissions for the full breakdown.
Trace Directions
Assessment Outcomes
Understanding agents
Meet Gatekeeper and Data Protector.
Trace lifecycle
Follow a trace from capture to final state.