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Bitfell Learn

AI Risk and Responsible Use

Understand privacy, accuracy, bias, confidentiality, and governance when using AI tools at work.

Level: Beginner Duration: Half-day Format: Workshop · Webinar · Self-paced Audience: All staff, Managers and team leads, Risk, legal, and compliance teams

Course overview

AI tools are powerful, but they introduce new risks around data, accuracy, and confidentiality. This course helps teams use them responsibly — understanding where the pitfalls are and applying simple, practical safeguards that protect the organisation.

What learners will be able to do

  • Understand how AI tools handle the data you give them
  • Avoid sharing confidential or personal data inappropriately
  • Recognise hallucinations, bias, and over-confidence in outputs
  • Apply human review where accuracy really matters
  • Follow good practice for data protection and compliance
  • Apply your organisation's responsible-use guidelines day to day

What the course covers

Module 1: Where the risks come from

How AI tools work and what that means for your data.

Module 2: Confidentiality and privacy

What's safe to share — and what isn't.

Module 3: Accuracy, bias, and trust

Spotting and managing unreliable or skewed outputs.

Module 4: Keeping humans in the loop

When and how to review AI-assisted work.

Module 5: Policy in practice

Turning guidelines into everyday habits.

Interested in this course for your team?

Tell us your team size, preferred format, and goals — we'll recommend the best delivery option.