Experience
Three audiences, one event stream, no duplicate integration
A security analyst investigating an incident, a finance approver deciding on a refund, and an executive reading a board deck need very different views — but they should be reading the same underlying record, not three reconciled reports.
Navigation the console is optimized for
Risk
Agent
Authority
Action
Evidence
Remediation
Risk
Agent
Authority
Action
Evidence
Remediation
For security
Admin Console & Security UX
The console should be optimized for investigation and control rather than marketing dashboards. Security users need fast navigation from risk → agent → authority → action → evidence → remediation.
What we build
- Home: agent inventory, critical risks, violations, approvals, incidents and spend.
- Agent profile: identity, owner, authority graph, tools, policies, activity, risk and cost.
- Policy center: templates, simulation, versions and enforcement status.
- Investigations: timeline, evidence, related agents/resources and containment actions.
- Integrations: health, scopes, permissions and sync status.
How it works
- Use consistent risk language and avoid unexplained AI-generated conclusions.
- Make policy explanations accessible from every blocked/approved action.
- Support saved views and filters for teams.
- Provide keyboard-efficient workflows for SOC/IAM analysts.
UX PRINCIPLE
Make the authority graph and decision history more important than vanity charts.
For approvers
Approval Experience & End-User UX
Approvers may not be security experts. The approval experience must translate technical agent behavior into business consequence while preventing accidental authorization of a different or broader action.
What we build
- Clear identity: agent, owner, initiating person/system.
- Plain-language action summary plus exact technical details on demand.
- Business context: customer/vendor, amount, destination, record count or environment.
- Risk explanation and matched policy.
- Approve, reject, request changes, escalate or open investigation.
How it works
- Bind approval to exact parameters or an approved bounded range.
- Show whether action is reversible.
- Use mobile-friendly responsive approval cards.
- Require stronger authentication for critical approvals.
HUMAN CONTROL
Human-in-the-loop works only when the human knows exactly what they are approving.
For executives
Executive Analytics & Board Reporting
Executives need a small number of meaningful measures: how many agents exist, how much authority they have, whether governance coverage is improving, what incidents occurred and how much the AI workforce costs. Avoid technical alert noise in executive views.
What we build
- AI workforce inventory trend by business unit and risk tier.
- Percent verified, owned, policy-covered and recertified.
- High-risk actions blocked/approved and incident trend.
- Top risk concentrations: business unit, tool, data class, provider.
- AI spend and savings opportunity by business unit.
How it works
- Define metric semantics so board reports are comparable month to month.
- Allow drill-down from executive aggregate to supporting evidence.
- Show inherent vs. residual risk rather than claiming a universal “safe” score.
- Generate recurring PDF/export packs.
EXECUTIVE STORY
AI adoption is growing; controlled adoption is growing faster.
The story leadership needs
AI adoption is growing; controlled adoption is growing faster
Executive views carry a small number of meaningful measures — how many agents exist, how much authority they hold, whether coverage is improving, what incidents occurred and what the AI workforce costs — without technical alert noise.