Risk and compliance interview prep when AI can flag a gap

Check the control evidence, name who can act and explain what risk remains.

Practice a control test

What companies say they’re looking for

01 Test the control and check what happened

“Design and run a risk-based control testing plan (design and operating effectiveness), ensuring repeatability and traceability” (opens the source)

Bitpanda Careers, Specialist, Information Security posting · Bitpanda Careers, Undated

Check which paths have a review gate and which releases received a review.

“keeping our control environment in lockstep with our expansion” (opens the source)

Nita Patel, Group Chief Compliance Officer, Wise · Wise Careers, Feb 23, 2026

Include the bulk-import path when you measure coverage.

02 Check what a vendor test covers

“We also implemented periodic risk reviews to evaluate service providers’ capabilities in maintaining service continuity” (opens the source)

Soh Kian Tiong, Chief Risk Officer, DBS Group Holdings · DBS, Mar 9, 2026

Check which service and dependency the recovery exercise covered.

“Assess the provider’s documentation for the application’s capabilities, limitations, safeguards, and monitoring features to support responsible deployment.” (opens the source)

Microsoft, 2026 Responsible AI Transparency Report · Microsoft, Sep 1, 2026

Ask the provider for evidence specific to the use you want to approve.

Sources

  1. Bitpanda Careers, Specialist, Information Security posting, at the time. Bitpanda Careers, “Specialist, Information Security”, Undated. Open the source. Checked against the published text.
  2. Nita Patel, Group Chief Compliance Officer, Wise, at the time. Wise Careers, “Shaping the future of global compliance at Wise”, Feb 23, 2026. Open the source. Checked against the published text.
  3. Soh Kian Tiong, Chief Risk Officer, DBS Group Holdings, at the time. DBS, “2025 Annual Report, Chief Risk Officer statement”, Mar 9, 2026. Open the source. Checked against the published text.
  4. Microsoft, 2026 Responsible AI Transparency Report, at the time. Microsoft, “2026 Responsible AI Transparency Report”, Sep 1, 2026. Open the source. Checked against the published text.
  5. WPP Careers, Senior Technology Risk Analyst posting, London, at the time. WPP Careers, “Senior Technology Risk Analyst”, Undated. Open the source. Checked against the published text.
  6. Natasha Crampton, Chief Responsible AI Officer, Microsoft, at the time. Microsoft On the Issues, “Responsible AI in 2026: How we are adapting for what’s ahead”, Sep 1, 2026. Open the source. Checked against the published text.
  7. Wise Careers, AML Senior Product Compliance & Risk Manager, APAC posting, at the time. Wise Careers, “AML Senior Product Compliance & Risk Manager - APAC”, Oct 30, 2026. Open the source. Checked against the published text.

Last reviewed Nov 11, 2026