---
title: "Solutions: what this changes for one reader specifically"
canonical_url: "https://tokenobserve.com/solutions"
published: 2026-09-02
last_updated: 2026-10-21
---

# Solutions: what this changes for one reader specifically

## By role

Start with the work you own: the AI estate, security review, data protection or day-to-day operations. Each page sets out the relevant controls and questions.

- IT leadership (https://tokenobserve.com/solutions/it-leadership): Know which teams use which AI tools, what they cost and who approved them.
- Security leadership (https://tokenobserve.com/solutions/security-leadership): Six residual risks name you as the person who accepts them. All six are published before you ask.
- Platform engineering (https://tokenobserve.com/solutions/platform-engineering): One base URL changes. The fail-closed trade is the thing to decide before you change it.
- Compliance and internal audit (https://tokenobserve.com/solutions/compliance-and-audit): Every mapping says this feature helps evidence that clause. None says installing it makes you compliant.
- Data protection (https://tokenobserve.com/solutions/data-protection): The retention default is keep forever, and that is a decision you have to make rather than inherit.

## By industry

Explore the controls and evidence relevant to your sector. These are proposed uses based on the risks and requirements; there is no reference deployment yet.

- Financial services (https://tokenobserve.com/solutions/financial-services): A refund is the reference case because an API returning 200 is not proof the customer got their money.
- Insurance (https://tokenobserve.com/solutions/insurance): A claim decision an agent influenced has to be reconstructable years later, by somebody who was not there.
- Public sector and healthcare (https://tokenobserve.com/solutions/public-sector-and-healthcare): It runs air-gapped, the source is readable, and the supplier receives nothing.