How to Manage Compliance Controls with AI

Step by step

1. 1

   Build one control register

   List every control you are responsible for (ISO Annex A, PCI requirements, SOC 2) in one place, with an owner and the system it lives in. A compliance platform gives you this pre-mapped so you are not starting from a blank sheet.

2. 2

   Map controls to frameworks once

   Tag each control with the frameworks it satisfies. One control (for example MFA) often covers several frameworks, so you implement once and report many times. Platforms like Vanta and Drata do this cross-mapping for you.

3. 3

   Connect your systems for automated evidence

   Integrate your cloud, identity provider, HR system, and code repos. The platform then pulls evidence (access lists, MFA status, encryption settings) automatically instead of you taking screenshots.

4. 4

   Turn on continuous monitoring

   Let the platform test each control on a schedule and alert you when one fails (a new admin without MFA, an unencrypted bucket). This converts annual panic into daily signal.

5. 5

   Use an AI assistant to interpret requirements

   When a control is unclear, ask an AI assistant what it means and what evidence satisfies it. It is excellent for translating standard-speak into a concrete checklist for your stack.

6. 6

   Remediate by exception

   Work only the controls that are failing or drifting. Assign each failure as a task with an owner and due date (see the reminders playbook).

7. 7

   Keep an always-on evidence trail

   Because evidence is collected continuously, audit time becomes export-and-review rather than a month-long scramble. Spot-check that the automated evidence actually reflects reality.

---
name: compliance-controls-monitor
description: Reviews the control register and integration alerts, reports failing or drifting controls, and drafts remediation tasks. Use weekly or when a control check fails.
---

You are the compliance controls monitor for [Company].

Inputs you will be given:
- The control register (CSV or table: control id, name, framework mapping, owner, status, last evidence date)
- Recent alerts from the compliance platform or monitoring tools

Your job, in order:
1. List every control whose status is failing, or whose last evidence date is older than its required cadence.
2. For each, state the control id, what failed in one sentence, the likely cause, and the owner.
3. Draft one remediation task per failure: title, owner, suggested due date (7 days for high risk, 30 for low), and acceptance criteria.
4. Flag any control with no owner or no framework mapping as a register hygiene issue.
5. End with a three-line summary for leadership: total controls, failing count, trend vs last review.

Rules:
- Never mark a control healthy without evidence newer than its cadence.
- If data is missing, say what is missing rather than guessing.
- Output in markdown with one section per framework.