Select indicators that show whether independent algorithm auditing is improving, and reject those that only look useful.
Building Independent Audit Mechanisms for Automated Decision Algorithms
A working programme in independent algorithm auditing for managers who have to deliver with existing resources.
📍 Istanbul🗓️ 5 training days📚 4 modules🎓 Accredited certificate
5intensive training days
4scientific modules
8training sessions
32detailed points
Course Overview
The constraint on independent algorithm auditing is rarely the model or the platform — it is the data and the operating discipline behind it. Vendors sell the digital and data-driven work capability as a product; it behaves in practice as a change programme. The level assumes working familiarity with the transformation programme but no prior formal training in the wider digital and data-driven work agenda. The programme uses small-group work so that each participant's treatment of independent algorithm auditing is examined, not just described. Participants develop a defensible line of reasoning for the choices they make about this part of digital and data-driven work. The programme converts this aspect of digital and data-driven work from an area of general awareness into a set of repeatable practices. Where independent algorithm auditing is measured, it improves; where it is only discussed, it drifts. Moving the wider digital and data-driven work agenda from written policy into daily practice is not achieved by a single decision. The closing exercise tests whether the participant's plan for the practice within digital and data-driven work survives a hostile question.
Expected Learning Outcomes
Reduce avoidable variation in how independent algorithm auditing is carried out across teams.
Prepare the human side of independent algorithm auditing: who is retrained, who is redeployed, and when they are told.
Design the integration points between independent algorithm auditing and the systems already in production.
Specify the data independent algorithm auditing depends on, where it originates and who is accountable for its quality.
Set the minimum documentation for independent algorithm auditing that is genuinely necessary, and stop there.
Assess whether independent algorithm auditing should be built in-house, bought, or delivered through a partner.
Who Should Attend
Operations managers whose processes are changed by independent algorithm auditing.
Internal auditors reviewing how independent algorithm auditing is designed and operated.
Department heads accountable for the results of independent algorithm auditing.
Business analysts translating requirements for independent algorithm auditing.
Programme managers coordinating delivery of independent algorithm auditing across teams.
Vendor and contract managers overseeing suppliers involved in independent algorithm auditing.
Course Modules
Independent algorithm auditing: people, skills and the change that follows
2 sessions · 8 pointsSession 1Making independent algorithm auditing secure without making it unusable
- Build the user briefing that explains what independent algorithm auditing does and does not decide.
- Build the internal briefing that explains independent algorithm auditing to those affected.
- Decide which legacy process independent algorithm auditing retires, and set the date.
- Confirm the retention and deletion rules applied to data inside independent algorithm auditing.
Session 2Choosing a supplier for independent algorithm auditing without being captured
- Identify where judgement in independent algorithm auditing is legitimate and where it is not.
- Anticipate the objections independent algorithm auditing will raise and prepare the answers.
- Classify the data in independent algorithm auditing and apply access controls that match the classification.
- Estimate compute and licensing cost for independent algorithm auditing at expected and at peak load.
Independent algorithm auditing: security, privacy and regulatory obligation
2 sessions · 8 pointsSession 1The paperwork for independent algorithm auditing that is actually needed
- Define the trigger that would require independent algorithm auditing to be redesigned.
- Assign responsibility for keeping documentation of independent algorithm auditing current.
- Collect evidence on the present handling of independent algorithm auditing before proposing changes.
- Agree who is on call for independent algorithm auditing outside working hours.
Session 2Where independent algorithm auditing touches systems nobody wants to change
- Set the metrics that will show whether independent algorithm auditing is drifting from its intended behaviour.
- Record the reasoning behind each architectural choice in independent algorithm auditing.
- Confirm that contractual obligations around independent algorithm auditing are understood.
- Measure the current quality of the data feeding independent algorithm auditing before assuming it is usable.
Independent algorithm auditing: from pilot to production
2 sessions · 8 pointsSession 1Escalation and decision rights in independent algorithm auditing
- Specify the fallback path when independent algorithm auditing is unavailable.
- Close out actions on independent algorithm auditing rather than leaving them open indefinitely.
- Plan how independent algorithm auditing is versioned and how a bad release is rolled back.
- Draft the minimum viable delivery roadmap for independent algorithm auditing.
Session 2The governance independent algorithm auditing needs and the governance it does not
- Rehearse the briefing on independent algorithm auditing that would follow an incident.
- Confirm that reporting on independent algorithm auditing reaches the people who can act.
- Define the exit route from the supplier supporting independent algorithm auditing.
- Define the service level independent algorithm auditing must meet and what happens when it is missed.
Independent algorithm auditing: governance, ethics and explainability
2 sessions · 8 pointsSession 1Who answers for independent algorithm auditing, and to whom
- Reduce the variation in how independent algorithm auditing is carried out between teams.
- Identify the skills the team lacks to operate independent algorithm auditing independently.
- Write down the assumptions underpinning the approach to independent algorithm auditing.
- Test independent algorithm auditing against edge cases drawn from real historical records.
Session 2Explaining independent algorithm auditing to people whose jobs it changes
- Build the competence framework that supports independent algorithm auditing.
- Estimate the resource independent algorithm auditing requires to run as designed.
- Identify every system independent algorithm auditing must read from or write to.
- Prepare the response for the most likely failure in independent algorithm auditing.
Choose the package that suits you
Silver Package
At least 3 people
USD1,250
- Workshop or Program Participation
- Airport Transfers
- Customized Badge
- Expert Mentorship (Private Sessions)
- Supervision & Secretarial Services
- Accredited Certificate of Participation
- Complete Training Kit
- Coffee Break
- Closing Ceremony
Gold Package
At least 3 people
USD1,850
- 5-night stay in a 5-star hotel
- Workshop or Program Participation
- Airport Transfers
- Customized Badge
- Expert Mentorship (Private Sessions)
- Supervision & Secretarial Services
- Accredited Certificate of Participation
- Complete Training Kit
- Coffee Break
- Closing Ceremony
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