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Workforce AI Security

Lead AI adoption with a view your teams can act on.

Bring security, IT and business owners around one evidence-backed rollout conversation: what employees use, where to focus, and what to validate next.

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Observed adoption is not a measure of productivity, output quality or realised ROI.

Aona AI · Synthetic rollout reviewSynthetic

AI adoption review

ACTIVE USERS184In this sample · last 30 days
AI TOOLS4Observed in scope · last 30 days
Platform activityLast 30 days
ChatGPTClaude

Illustrative activity · no numerical scale

THE EXECUTIVE QUESTION

Where should the next AI decision happen?

  1. 01

    See the rollout

    Review observed platform, group and use-case signals from the deployed path.

  2. 02

    Set the conversation

    Bring business owners, IT and security to the same evidence, not competing tool lists.

  3. 03

    Choose the next scope

    Prioritise one workflow for approval, protection or a measured follow-up.

A DISCIPLINED VIEW

Adoption signals can guide a rollout. They cannot prove value alone.

Aona can surface observed AI activity, platform mix, group comparisons and use-case trends. The leadership decision is what to investigate, enable or protect next, not a productivity score inferred from telemetry.

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THE CONTROL BOUNDARY

Start with employee AI use, then validate the path.

Catalogue10,000+ AI tools tracked is context, not equal control.

EndpointObserved activity depends on the deployed browser or native path.

PolicyValidate the application, action and response before expansion.

Executive questions

What leaders should establish before expanding AI use.

What can an executive review with Aona?
Aona provides usage, platform, team, use-case and policy-risk signals for the deployed workforce path. Use them to frame ownership and rollout decisions, not to infer productivity or business outcomes.
Does adoption visibility prove ROI?
No. Aona can show observed AI activity and adoption patterns, but does not measure whether an AI response was used, the quality of final work, or realised return on investment.
What does 10,000+ AI tools tracked mean?
It is catalogue breadth. It does not mean every tool is observed on your devices or receives identical policy enforcement.
Do employees need an endpoint deployed?
Yes. The applicable browser plugin or native endpoint path must be deployed and configured to observe workforce AI activity. It is not an agentless network or SaaS scan.
Can we include AI agents in the rollout review?
Agent inspection is native-endpoint only and limited rollout. Confirm the supported runtime, device and privacy scope; do not assume universal agent discovery or action control.
Does hosting determine where prompts are processed?
No. Backend hosting and prompt processing are separate choices. Confirm the supported features and integrations for the chosen configuration, and assess third-party provider processing separately.

INFORMED DEMO

Bring the rollout question your leadership team needs to answer.

We’ll review the signals available on your deployed path, the decisions they can support, and what needs a separate technical validation.

Book a demo →