CTPM Academy

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2 matching seminars

15 carefully designed seminars – from a clear introduction to practical transfer.

Enterprise AI: organisational knowledge, RAG and data integration

Live online seminar

AI & Knowledge EngineeringDatabases & Data Integration

Enterprise AI: organisational knowledge, RAG and data integration

In plain language Create reliable AI answers from your own documents and data

Show content and terminology

RAG means that AI first searches approved enterprise sources and then formulates an answer grounded in the available knowledge.

Technical terms you will learn Retrieval-Augmented Generation (RAG), Embeddings, Vektorsuche, Quellenbezug, Knowledge Engineering

What you will work on
  • Confidential information & organisational data
  • Use documents & knowledge systematically
  • Databases, interfaces, ETL & enterprise software
Live online seminar2 daysProfessional
Next dateOct 15, 2026, 10:00 – Oct 16, 2026, 17:00Online
1,790.00 € 2,130.10 € incl. 19% VAT
AI governance, quality and responsible use

Live online seminar

AI & Knowledge EngineeringQuality & Testing

AI governance, quality and responsible use

In plain language Use AI without losing control, quality or accountability

Show content and terminology

You define clear rules: who may use which AI for what, which data is permitted, who reviews results and how decisions are documented.

Technical terms you will learn KI-Governance, Responsible AI, Datenschutz, Freigabe, Audit Trail

What you will work on
  • Confidential information & organisational data
  • Quality & control points
  • Concrete transfer result
Live online seminar1 dayProfessional
Next dateNov 9, 2026, 10:00–17:00Online
990.00 € 1,178.10 € incl. 19% VAT

Learning matrix

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The matrix shows which modules are a focus, included or explored in another seminar.

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Everything considered market standard today is naturally included.CTPM+ describes what makes our seminar additionally valuable.
Distinguish market standard and CTPM+Show or hide each value class separately.
FocusIncludedOrientationOptional extensionNot included
Learning moduleEnterprise AI: organisational knowledge, RAG and data integrationAI governance, quality and responsible use
Market standardCurrent models, tools & applicationsDistinguish language models, AI services, copilots and specialised tools by task, data access and degree of integration. Criteria such as output quality, data protection, cost, currency and integration into existing workplaces make selection transparent.IncludedIncluded
Market standardCapabilities, limits & common failure modesLearn which tasks generative AI can support reliably and where probabilistic output, hallucinations, bias, context limits or outdated knowledge create risk. Common failure modes are recognised, assessed and connected to appropriate checks.IncludedIncluded
Market standardSystematic promptingTranslate unclear work requests into structured prompts containing context, task, inputs, objective, quality criteria and output format. This makes requirements transparent, results easier to compare and follow-up questions more focused.Not includedNot included
Market standardImprove & reuse promptsImprove prompts in controlled steps, compare variants and distinguish professional weaknesses from wording or context problems. Proven patterns are versioned, documented and made reusable for similar tasks.Not includedNot included
Market standardReview & optimise resultsReview AI output for professional accuracy, completeness, contradictions, source grounding and fitness for purpose. Checklists, challenge questions and human approval points help correct weak results deliberately.IncludedIncluded
Market standardText, documents, research & knowledge workWork on common tasks such as drafting, summarising, comparing, extracting, classifying and preliminary research. Clarify required inputs, result validation and where AI usefully supports the existing workflow.Not includedNot included
Market standardConfidential information & organisational dataClassify personal, confidential and business-critical information and decide what data an AI service may process. Anonymisation, permissions, provider settings, internal rules and safer alternatives are assessed through practical situations.FocusFocus
Market standardPractical examples & exercisesApply the methods to transparent tasks, compare alternative approaches and reflect on the impact of your decisions. Exercises combine explanation, hands-on work, feedback and a transferable improvement.Not includedNot included
Market standardCourse materials & job aidsReceive and use checklists, structures, examples and concise references that remain useful after the seminar. Materials are not merely distributed; they are explained and related to common application situations.Not includedIncluded
CTPM+Workflows & process chainsMap a real workflow with triggers, inputs, roles, decisions, handovers and outputs. Assess where AI can help, which controls are required and how a reliable pilot fits into the process chain.Not includedNot included
CTPM+Use documents & knowledge systematicallyDiscover existing text, documents and knowledge through source structure, metadata, terminology and suitable search or retrieval approaches. Quality, currency, permissions and the limits of a RAG or knowledge solution are made explicit.FocusNot included
CTPM+Databases, interfaces, ETL & enterprise softwarePlace data objects, databases, interfaces, ETL pipelines and enterprise software into one coherent solution view. System boundaries, data flows, responsibilities, error paths and operational requirements are considered.FocusNot included
CTPM+Quality & control pointsDefine measurable expectations, validation rules and approval points for inputs, processing and outputs. Sampling, logging, escalation and human accountability create controlled use instead of blind trust.FocusFocus
CTPM+Enterprise IT & project casesWork on realistic cases from requirements engineering, business analysis, project management, development, architecture, quality and testing. Roles, system dependencies, trade-offs and technical constraints are explicitly included.Not includedIncluded
CTPM+Reusable prompt, analysis & workflow templatesDevelop prompt structures, analysis templates and workflow patterns that can be reused with clear inputs, checks and ownership. Versioning and adaptation prevent templates from becoming uncontrolled one-off solutions.Not includedNot included
CTPM+Concrete transfer resultCreate a tangible result for your own work, such as a prompt template, analysis, checklist, process sketch or pilot description. Next steps, ownership and success criteria make the transfer actionable.Not includedFocus
CTPM+Adaptation to audience, knowledge & assignmentBefore an in-house session, audience, knowledge level, systems, assignment and desired outcomes are aligned. Examples, depth, exercises and transfer tasks are adapted to the actual organisational context.Optional extensionOptional extension
CTPM+Collaboration with sector expertsFor regulated, safety-critical or highly specialised content, the roles and responsibilities of a dual-instructor team are defined. CTPM covers AI, IT, data, architecture and methodology; the sector expert adds processes, terminology and binding requirements.Not includedOptional extension
Market standardRequirements engineering & business analysisStructure stakeholders, objectives, system boundaries and requirements using suitable elicitation, modelling and documentation techniques. Quality criteria, acceptance conditions, reviews and traceability connect business and delivery.Not includedNot included
Market standardSoftware architecture & modernisationDerive architecture goals from business and quality requirements and structure components, interfaces and responsibilities. Architecture decisions, risks, modernisation steps and transparent documentation are assessed together.Not includedNot included
Market standardData modelling, SQL & databasesTransform business concepts and rules into conceptual, logical and relational data models. Keys, relationships, normalisation, integrity, SQL queries and performance are treated as connected design decisions.IncludedNot included
Market standardETL, interfaces & data integrationDesign the path from source to target systems with mappings, transformations, loading approaches and quality rules. Delta logic, error handling, restart, monitoring, metadata and lineage are considered from the start.Not includedNot included
CTPM+Legacy analysis & knowledge retentionCapture functions, data, interfaces, dependencies, documentation and implicit knowledge in an established solution. Risks and unknown areas become visible so modernisation can proceed incrementally without uncontrolled changes to current behaviour.Not includedNot included
Market standardUnderstand relational databasesPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardSelect, filter and sort dataPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardAggregate and group dataPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardJoin tables safelyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardClassify data changes safelyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardDistinguish standard SQL, Oracle, MySQL and MariaDBPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
CTPM+Translate business questions into SQLPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
CTPM+Validate results technically and functionallyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardOracle SQL & PL/SQLWork with Oracle-specific SQL and PL/SQL from data access and transactions to procedures, functions and packages. Exception handling, performance, testing, interfaces and maintainability are connected through realistic database tasks.Not includedNot included
Market standardClarify role, assignment and mandatePractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardUnderstand stakeholders and interestsPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardCommunicate clearly at eye levelPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardPrepare and represent decisionsPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardAddress resistance and conflict earlyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
Market standardCreate commitment without hierarchyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
CTPM+Use briefing and debriefing effectivelyPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included
CTPM+Lead under uncertainty and secure transferPractical module with explanation, exercise, reflection and a reusable transfer result.Not includedNot included

Tailored priorities and additional modules are available for in-person and in-house formats after professional scoping.