Bitsapiens

AI Education / Governance

Governance and Responsible Use

Criteria, policies and practices to use AI safely and responsibly.

Conditions

Format
Governance workshop with exercises and policy templates.
Duration
8 to 14 hours.
Participants
Minimum of 10 participants per company.

Direct definition

Confidence to use AI without losing control.

Responsible adoption depends on simple rules, clear roles, autonomy limits and practices that protect data, decisions and human accountability.

What it is

Governance and Responsible Use helps companies create practical rules for AI adoption, data protection, human validation, traceability and alignment with requirements such as GDPR and the AI Act.

Why it matters

Useful governance does not block adoption. It gives confidence to move forward with clear limits.

Adaptation

Can be adapted to the regulatory context, data used and tools authorised by the organisation.

Who it is for

Teams that need to turn literacy into better work.

  • Leadership
  • Legal and compliance
  • People teams
  • IT
  • Teams using sensitive data

Learning outcomes

By the end, the team can apply AI with judgment.

  • Understand practical AI risks in business contexts.
  • Define usage rules by data type, task and tool.
  • Create human validation and traceability criteria.
  • Design an initial responsible use policy.

Curriculum

Modules designed for practical application.

01

Risk and responsibility

Outcome: Understand data, decision, error and reputation risks.

Practice: Map risks by type of use.

02

Usage rules

Outcome: Define what can be done, what cannot and what must be validated.

Practice: Create a usage matrix by data, tool and task.

03

GDPR, AI Act and traceability

Outcome: Interpret obligations without turning training into legal consulting.

Practice: Create an operational compliance checklist.

04

Policy and adoption

Outcome: Turn rules into team behaviour.

Practice: Design initial policy and communication plan.

Prerequisites

  • Recommended to involve leadership, IT, legal/compliance and user teams.

Assessment

  • Risk matrix
  • Compliance checklist
  • Initial responsible use policy

Deliverables

  • Policy template
  • Allowed use matrix
  • Validation and traceability checklist

FAQ

Common questions about this training.

Does this training replace legal advice?

No. The training creates literacy, operational criteria and good practices; specific legal questions should be validated by legal counsel.

Does it include GDPR and the AI Act?

Yes, it includes a practical frame for GDPR, the AI Act, human validation, data and traceability.

Training plan

Let's adapt this training to your team's reality.

Share context, number of participants and objectives. We will respond with the best format to turn learning into operational capability.

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