Recognise early indicators that retrieval-augmented generation applications is drifting away from its intended design.
Building Retrieval-Augmented Generation Applications for Enterprises
Move retrieval-augmented generation applications from general awareness to a repeatable, reviewable practice.
📍 Tunis🗓️ 5 training days📚 4 modules🎓 Accredited certificate
5intensive training days
4scientific modules
8training sessions
32detailed points
Course Overview
Most organisations now hold more data about retrieval-augmented generation applications than they can actually act on. Boards are asking for measurable returns from this aspect of digital and data-driven work, not demonstrations. Improvement in the wider digital and data-driven work agenda stalls when it depends on one capable individual rather than a defined method. This programme builds retrieval-augmented generation applications from first principles, without padding and without omitting what matters. It suits anyone whose decisions touch this aspect of digital and data-driven work, in large organisations and small ones alike. The teaching approach is deliberately practical: participants build a delivery roadmap for this part of digital and data-driven work as they go. Applied research in digital and data-driven work consistently shows that early structure around retrieval-augmented generation applications reduces downstream rework. They gain the ability to sequence improvements to the wider digital and data-driven work agenda in an order their organisation can absorb. The programme closes with an action plan for the digital and data-driven work discipline that each participant writes for their own organisation.
Expected Learning Outcomes
Quantify the running cost of retrieval-augmented generation applications — compute, licensing, and the people who keep it alive.
Map the regulatory obligations that apply to retrieval-augmented generation applications in each market of operation.
Select indicators that show whether retrieval-augmented generation applications is improving, and reject those that only look useful.
Set the minimum documentation for retrieval-augmented generation applications that is genuinely necessary, and stop there.
Specify the data retrieval-augmented generation applications depends on, where it originates and who is accountable for its quality.
Establish version control and rollback for every component of retrieval-augmented generation applications that reaches production.
Who Should Attend
Chief information officers accountable for the investment in retrieval-augmented generation applications.
Risk and compliance staff assessing the controls around retrieval-augmented generation applications.
Programme managers coordinating delivery of retrieval-augmented generation applications across teams.
Anyone whose accountability for retrieval-augmented generation applications exceeds their current formal training in it.
Experienced practitioners formalising an approach to retrieval-augmented generation applications that has grown up informally.
Information security officers reviewing the exposure created by retrieval-augmented generation applications.
Course Modules
Retrieval-augmented generation applications: cost, licensing and total running expense
2 sessions · 8 pointsSession 1Reading the true cost of running retrieval-augmented generation applications
- Record the rationale for each significant choice made about retrieval-augmented generation applications.
- Set the metrics that will show whether retrieval-augmented generation applications is drifting from its intended behaviour.
- Check that retrieval-augmented generation applications still works when volumes rise unexpectedly.
- Design the pilot for retrieval-augmented generation applications so that a negative result is still useful.
Session 2Making retrieval-augmented generation applications work when resources are constrained
- Build the internal briefing that explains retrieval-augmented generation applications to those affected.
- Assess the regulatory obligations retrieval-augmented generation applications triggers in each jurisdiction.
- Identify the skills the team lacks to operate retrieval-augmented generation applications independently.
- Confirm the retention and deletion rules applied to data inside retrieval-augmented generation applications.
Retrieval-augmented generation applications: business case, scope and the data it depends on
2 sessions · 8 pointsSession 1The cost of retrieval-augmented generation applications and how to present it
- Estimate compute and licensing cost for retrieval-augmented generation applications at expected and at peak load.
- Test retrieval-augmented generation applications against edge cases drawn from real historical records.
- Agree who is on call for retrieval-augmented generation applications outside working hours.
- Define the exit route from the supplier supporting retrieval-augmented generation applications.
Session 2Choosing a supplier for retrieval-augmented generation applications without being captured
- Build the user briefing that explains what retrieval-augmented generation applications does and does not decide.
- Reduce the variation in how retrieval-augmented generation applications is carried out between teams.
- Record what was learned when retrieval-augmented generation applications did not go as planned.
- Benchmark the organisation's retrieval-augmented generation applications against comparable operations.
Retrieval-augmented generation applications: measuring benefit and retiring what it replaces
2 sessions · 8 pointsSession 1The paperwork for retrieval-augmented generation applications that is actually needed
- Specify the fallback path when retrieval-augmented generation applications is unavailable.
- Compare the cost of retrieval-augmented generation applications with the cost of its absence.
- Decide which legacy process retrieval-augmented generation applications retires, and set the date.
- Define the service level retrieval-augmented generation applications must meet and what happens when it is missed.
Session 2Sizing retrieval-augmented generation applications honestly before committing budget
- Confirm that reporting on retrieval-augmented generation applications reaches the people who can act.
- Confirm that those complying with retrieval-augmented generation applications understand why it exists.
- Plan how retrieval-augmented generation applications is versioned and how a bad release is rolled back.
- Build the competence framework that supports retrieval-augmented generation applications.
Retrieval-augmented generation applications: from pilot to production
2 sessions · 8 pointsSession 1Making retrieval-augmented generation applications secure without making it unusable
- Set escalation thresholds for retrieval-augmented generation applications that work out of hours.
- Classify the data in retrieval-augmented generation applications and apply access controls that match the classification.
- Agree the smallest change to retrieval-augmented generation applications that would be visibly useful.
- Identify every system retrieval-augmented generation applications must read from or write to.
Session 2Who owns retrieval-augmented generation applications once the project team disbands
- Remove steps in retrieval-augmented generation applications that add effort without adding assurance.
- Distinguish symptoms from causes when retrieval-augmented generation applications underperforms.
- Draft the minimum viable delivery roadmap for retrieval-augmented generation applications.
- Establish who is informed, consulted and accountable in retrieval-augmented generation applications.
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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