Academy
SAP Analytics Academy
Edited by Cédric Mary, sole editor and publication director — 27 years in the SAP ecosystem. How these pages are produced, and where automation is used.
Structured learning modules across the SAP analytics stack — Datasphere, BDC, SAC, Joule, BW/4HANA.
Open in the app →SAP Analytics Academy (394)
- Datasphere Foundations
- Spaces & Connections
- Tables, Views & Data Builder
- Data Access Controls (DAC)
- Replication Flows
- Data Flows & Transformations
- Remote Tables & Federation
- Task Chains & Operations
- Currency Conversion & Units
- Hierarchies in Datasphere
- Datasphere Catalog & Search
- SQL Editor & Stored Procedures
- Datasphere CLI & APIs
- Tenant Administration
- Troubleshooting Datasphere
- Business Layer: Dimensions & Facts
- Analytical Models & Consumption
- SAC Stories & Dashboards
- SAC Planning Fundamentals
- Seamless Planning with Datasphere
- Predictive Analytics & Smart Features
- SAC Data Integration
- Advanced SAC: Scripting, APIs & Embedding
- SAC Calculations: Calculated & Restricted Measures
- Time Series & Advanced Dimensions
- SAC Live Connections
- SAC Mobile & Offline
- SAC Commenting & Collaboration
- SAC Security & Row-Level Access
- SAC Performance Tuning
- BDC Introduction & Architecture
- BDC Pricing & TCO
- Data Products & Studio
- BDC + Databricks Integration
- BDC Connect: Multi-Platform
- Insight Apps
- SAP Knowledge Graph & the HANA Cloud Knowledge Graph Engine
- End-to-End BDC Capstone
- BDC Governance Model
- BDC Sizing & Capacity
- Delta Sharing in BDC
- BDC Data Engineering Patterns
- BDC Cost Optimization
- Migration from Legacy to BDC
- BDC Monitoring & Observability
- Joule AI Copilot
- Prompt Engineering for SAP
- Federated ML & AI Architecture on SAP Business Data Cloud
- Agentic AI in SAP
- AI Governance & the EU AI Act for SAP Delivery
- From Consultant to AI Specialist — the SAP Business AI Roadmap
- Joule Studio: Custom Joule Skills
- SAP AI Core & AI Launchpad
- Grounding Joule on Enterprise Data
- Agent Orchestration in BDC
- Generative Analytics Use Cases with Joule, SAC and Datasphere
- AI Model Evaluation
- AI Ethics in the Enterprise — from SAP's Policy to Your Artefacts
- AI Red-Teaming for SAP — Joule, AI Core and Agents
- Joule Pricing & Consumption — AI Units and the Business AI Commercial Model
- BW Migration Assessment
- BW Bridge Deep Dive
- BW Data Product Generator
- CDS Views & ODP
- Clean Core Analytics
- Hybrid Architecture Design
- Brownfield vs Greenfield Migration
- Migration Wave Planning
- HANA to HANA Cloud Migration
- BW/4HANA to BDC Migration
- Historical Data Strategy
- Reporting Migration: BEx to SAC
- Custom Code Refactoring
- Testing Strategy for Migrations
- Cutover Weekend Playbook
- Data Quality Fundamentals
- Lineage & Impact Analysis
- Transport & Lifecycle Management
- Performance Tuning with HANA
- Data Catalog Strategy
- Role & Authorization Design
- Data Privacy & Compliance
- Audit & Access Logs
- Change Management in SAP
- Incident & Problem Management
- Backup & Disaster Recovery
- Capacity & Workload Management
- SLA Design for Analytics
- Cost Allocation & Showback
- Zero-Trust for SAP Analytics
- Financial Analytics (FI/CO)
- Supply Chain Analytics
- ESG & CSRD Reporting
- Manufacturing & Digital Twins
- Real-Time Operations Analytics Training
- Retail & Consumer Analytics
- Banking & Risk Analytics
- Insurance Analytics
- Utilities & Energy Analytics
- Healthcare & Life Sciences
- Public Sector Analytics
- Automotive & Mobility
- Chemical & Process Industries
- Telco & Media Analytics
- Cross-Industry Benchmarking
- Building Your SAP Personal Brand
- Rate Negotiation for SAP Freelancers
- Certification Strategy
- Client Advisory Skills
- Practice Leadership
- Freelance Setup: Admin & Tools
- Portfolio Construction
- SAP Community Contribution
- Mentoring Junior Consultants
- Transitioning Tech Stacks
- Building Consulting IP
- Partnering with SIs
- Solo to Boutique Transition
- Pitching to C-Level
- Long-Term Career Planning
- CDC & Change Data Capture
- Event-Driven Architecture
- Lakehouse Patterns
- Data Mesh in SAP Context
- Streaming Ingestion Patterns
- Dimensional Modeling Advanced
- Data Vault 2.0 on SAP
- Slowly Changing Dimensions
- Medallion Architecture
- SQL Performance for SAP Analytics
- Python in SAP Data Pipelines
- DBT with SAP Data
- Great Expectations & Data Quality
- Apache Airflow Integration
- Observability: Monte Carlo Data
- LLMs on Enterprise Data: Generative AI Hub, BDC & SAP Databricks
- Vector Databases in SAP Context: the HANA Cloud Vector Engine
- Graph Analytics & SAP HANA Graph
- Time-Series Forecasting at Scale
- Causal Inference for Business
- Synthetic Data Generation
- Federated Learning in SAP
- MLOps for SAP Analytics
- FinOps for Data Platforms
- GreenOps & Sustainable Analytics
- Quantum Computing Primer for SAP
- Edge Analytics & IoT
- Blockchain for Supply Chain
- Confidential Computing
- Future of SAP Analytics: 2030 Vision
- Prospecting: Identifying Real SAP Buyers
- LinkedIn Outbound: Targeted Connection Strategy
- Cold Email: Structure, Subject Lines & Open Rates
- Networking: SAP Events & Community Presence
- The 30-Second Elevator Pitch for SAP Consultants
- BANT+ Qualification: Don't Waste Your Time
- Discovery Calls: The Questions That Unlock Deals
- Winning Proposals: Structure That Closes
- Rate Negotiation: Anchoring Techniques
- Objection Handling: The 10 Classic SAP Objections
- Closing: Techniques That Don't Feel Pushy
- Follow-Up: The System That Converts
- Enterprise Selling: Navigating the CAC 40 / FTSE 100
- SI Partnerships: Accenture, Capgemini, Deloitte Playbook
- Sales Pipeline & CRM for Independents
- Legal Entities in France: EURL, SASU, Micro-Enterprise
- Drafting a Consulting Services Agreement
- General Terms & Conditions (CGV/CGU) for Consultants
- Non-Compete & Exclusivity Clauses
- Intellectual Property on Deliverables
- NDAs & Confidentiality: What to Accept, What to Refuse
- GDPR for SAP Consultants: Your Obligations
- Subcontracting: Tripartite Agreements
- Client Data Protection: Access, Storage, Return
- Professional Liability (E&O) Insurance — French RC Pro
- Client Disputes: Amicable Recovery
- Litigation: When Recovery Fails
- International Work: Visas, Tax Residency, Permits
- Umbrella Company vs Independent
- Building Your Legal Protection System
- Reading Your P&L: The 10 Numbers That Matter
- VAT for Consultants: Collection, Declaration, Recovery
- Corporate Tax (IS) vs Personal Tax (IR) in France
- Salary vs Dividend Optimization
- Deductible Expenses: What Actually Passes
- Cash Flow Management: Survive Mission Gaps
- Invoicing: Timing, Penalties, Collection
- Insurance for Self-Employed (Prévoyance & Mutuelle)
- Retirement for the Self-Employed
- Cash Investing: Making Company Reserves Work
- Preparing for a Tax Audit
- Exit Strategy: Selling Your Consulting Practice
- Wealth Building in France: Real Estate & SCI
- International Freelance: Tax Optimization Abroad
- Choosing & Using Your Chartered Accountant
- Primary SAP Sources: The Starter Kit
- Reading Gartner, Forrester, BARC, IDC
- LinkedIn Monitoring: Lists, Alerts, Signal
- Competitive Analysis: Know Your Market Position
- Decoding SAP Press Releases & Announcements
- Anticipating Product Pivots: The 5-Year Pattern
- BDC Ecosystem: Funding Rounds & M&A Signals
- Reading SAP Earnings Calls & Investor Reports
- Continuous Rate Benchmarking
- Public Tenders: Where Real Budgets Live
- Weak Signals: Spotting the Next Wave Early
- Building Your Personal Intelligence Dashboard
- Practitioner Communities: Slack, WhatsApp, Discord
- SAP & Analytics Podcasts Worth Your Time
- Publishing Your Own Market Analysis
- Positioning: The Sentence That Excludes 95% of Clients
- LinkedIn Profile: The 7 Elements Recruiters Read
- The Content Pyramid: One Idea, Ten Formats
- Writing LinkedIn Posts That Get Read
- Building a Newsletter Without Burning Out
- Conference Speaking: From Meetup to TechEd
- Podcasting as a Consultant: Guest or Host?
- Video on LinkedIn: The 90-Second Format
- Case Studies: The Ultimate Sales Asset
- The Photo That Changes Everything
- Your Personal Website: Beyond LinkedIn
- Thought Leadership vs Thought Followership
- Community Building: The 1000 True Fans Math
- Book Writing: The 18-Month Asset
- Brand Risk: When Content Goes Wrong
- GTD for Consultants: Inbox Zero Without the Cult
- Notion vs Obsidian vs Apple Notes: Choose One
- Building Your Second Brain (PARA Method)
- Prompt Engineering for Consultants: The 10 Patterns
- Your Personal Prompt Library
- No-Code Automation: Make, n8n, Zapier
- AI Agents: Real Use Cases vs Hype
- Deep Work: Protecting Your 4 Hours
- Email Mastery: Finishing at Inbox Zero
- Meetings: 5 Formats That Pay, 10 That Don't
- Time Tracking Without Misery: The 15-Min Rule
- Energy Management vs Time Management
- Voice Memos to First Draft: The AI Workflow
- Annual Review & Quarterly Planning
- Building Your Personal Operating System
- Active Listening: The 6 Levels
- Storytelling: The Pixar Formula for Consultants
- Harvard Negotiation: BATNA, ZOPA, Interests
- C. V.: Tactical Empathy & the Mirror
- Organizational Politics: Reading the Real Org Chart
- Executive Presence: What It Actually Is
- Giving Hard Feedback to a Client
- Reading the Room: Nonverbal Signals
- Cross-Cultural Consulting: FR, DE, US, ME
- Managing Up: Influencing Without Authority
- Saying No Professionally
- Conflict: The 5 Modes (Thomas-Kilmann)
- Writing Like a Partner, Not a Junior
- The Facilitator's Craft: Workshops That Unlock
- Building Political Capital Over 5 Years
- Scoping: The 90-Minute Conversation That Prevents Disaster
- SAP Activate: The Methodology Beyond the Slides
- Risk Registers That Actually Work
- Status Reports Executives Actually Read
- Documentation That Survives Team Rotation
- Cutover: The Weekend That Defines the Project
- Hypercare: The 6 Weeks That Determine NPS
- Managing a Distributed / Offshore Team
- Agile Ceremonies That Don't Waste Time
- Quality Gates: Your Reputation Insurance
- Escalations: Raising a Flag Without Burning the House
- Knowledge Transfer That Actually Sticks
- The Project Post-Mortem That Generates Learning
- Program-Level Orchestration (Multi-Workstream)
- Delivery Excellence as a Brand Moat
- Burnout: Recognizing It Before It's Too Late
- Sleep: The Most Under-Valued Performance Lever
- Physical Training for Knowledge Workers
- Nutrition Basics (Without the Cult)
- Mental Health: The Conversation Still Avoided
- Meditation Without the Spiritual Baggage
- Work-Life Boundary Without the Cliché
- Social Capital: Why Isolation Kills Careers
- Family & Long-Client Missions
- The Sabbatical: Structured Pauses
- Internal Reinvention: Changing Technology Focus
- External Reinvention: Leaving SAP
- Mentoring Junior Consultants as Legacy
- Financial Independence Math (FIRE)
- The 20-Year Career: What It Actually Takes
- From Solo to First Hire
- Building a Small Boutique (2-10 People)
- Hiring & Onboarding First Associates
- Recruiting Junior Consultants
- Productizing Your Methodology
- Building a SaaS Side Business
- Creating an Online Academy
- Licensing Your Frameworks
- Strategic Partnerships (Co-Selling)
- Preferred-Vendor Status with Integrators
- Master Service Agreements with Enterprises
- Becoming a Software Vendor (SAP Add-ons)
- M&A: Acquiring a Small Practice
- Exit: Selling Your Practice
- Pivoting: Reinventing the Business Model
- Stanford AI Index 2026 — decoder for SAP analytics practitioners
- SAP Sapphire 2026 — keynote signal decoder
- Threat-First Governance 101 — Threat Modelling and Control Ownership on SAP Analytics Engagements
- Reading an SAP Analytics CV: What's Real, What's Inflated
- Technical Screening by Stack: The Questions That Separate Datasphere From BW
- Decoding a Day Rate: Real Bands by Country, Seniority and Scarcity
- Mapping the Market: Firms, IT Services Companies, Freelancers — Who Does What
- Writing an SAP Analytics Job Ad That Attracts the Right Profiles
- The 2027/2030 Cliff: Why BW-to-Datasphere Demand Is Exploding and What It Requires
- Verifying an SAP Reference and Certification Without Getting a Story
- Negotiating Your Salary in an SAP Analytics Practice: the Grid, the Levers, the Calendar
- Progressing in an SAP Analytics Practice: Consultant to Senior to Lead
- Employee or Freelance in SAP Analytics: the Arbitrage, With the Assumptions Shown
- Choosing Your Stack as an Employee: What the Employer Pays For vs What the Market Pays
- Getting an SAP Certification Funded by Your Employer
- The Annual Review as a Career Tool, Not a Formality
- Internal Mobility and Changing IT Services Firm (France): When to Leave, When to Stay
- Freiberufler or Gewerbe: The Classification That Decides Everything
- GmbH, UG, or Einzelunternehmen: Choosing a Structure to Bill SAP Work in Germany
- Scheinselbständigkeit: Real Criteria, Real Signals, Structuring a Mission to Avoid It
- Arbeitnehmerüberlassung (ANÜ, Germany): What the License Changes for Consultant and IT Services Firm
- Umsatzsteuer and Cross-Border Invoicing: Reverse Charge, Thresholds, Mandatory Wording
- The German Engagement Contract: Dienstvertrag vs Werkvertrag
- Social Insurance and Income Protection for the Independent Consultant in Germany
- SAP Generative AI Hub — Hands-on: Orchestration, Grounding, Masking, Filtering
- Building Joule Agents with Joule Studio
- MCP & A2A for SAP Systems
- SAP Document AI — Document Automation End to End
- SAP Foundation Models in Practice — SAP-RPT-1 and TabPFN
- HANA Cloud Vector Engine & Knowledge Graph Engine for RAG
- Exam Prep — SAP Certified: SAP Generative AI Developer (C_AIG)
- Joule for Developers & ABAP AI
- AI & LLM Fundamentals for SAP Consultants — Transformers, Tokens, Embeddings, Context
- From SAP Analytics to SAP AI — the 90-Day Reskilling Path
- SAC Predictive Planning Hands-On
- SAC Smart Predict Hands-On — Classification and Regression
- From Smart Insights to Just Ask — Generative Analytics in SAC
- SAP HANA PAL Hands-On — Classification, Clustering and Association with UnifiedClassification
- SAP HANA APL Hands-On — AutoClassifier, AutoRegressor, AutoTimeSeries and Drift Detection
- hana-ml Hands-On — DataFrame, ConnectionContext and ModelStorage in SAP HANA Cloud
- ISLM — Operationalising Embedded AI in S/4HANA
- SAP Datasphere as the Grounding Layer for Joule
- SAP Business Data Cloud Data Products for AI Agents
- SAP Business Data Cloud Intelligent Applications — Deploy and Extend
- Databricks Mosaic AI on BDC — ML on SAP Data Products
- AI-Ready Data — Quality, Semantics and Lineage
- The Semantic Layer as LLM Context
- Natural-Language Query over SAP Data — Text-to-SQL Patterns and Limits
- Embeddings and Vector Search on HANA Cloud from Analytic Data
- Building an Analytics Agent with Joule Studio
- An MCP Server over Datasphere and HANA — Hands-On
- RAG over SAP Documents with the Generative AI Hub and Document Grounding
- Anomaly Detection on Financial Data — HANA PAL Plus an LLM Explanation
- Joule for Finance
- Joule in SAP SuccessFactors
- Joule in Procurement (SAP Ariba)
- Joule in Supply Chain
- Joule in CX — SAP Sales Cloud and Service Cloud
- Joule and Microsoft 365 Copilot Integration
- Joule Rollout — Activation, Roles, Identity and Tenancy
- SAP AI Launchpad Operations
- SAP AI Core — Resource Groups, Scenarios, Executables
- Training and Serving Custom Models on SAP AI Core
- Data Masking, Anonymisation and Content Filtering in the Orchestration Service
- LLM Cost Engineering — AI Units, Token Budgets, Caching
- Evaluating Generative AI on SAP Data — Building an Evaluation Harness
- LLMOps on SAP BTP — Monitoring, Logging and Drift for Production AI Core Workloads
- Security for SAP AI — Prompt Injection, Data Exfiltration and Authorisations
- SAP Build Process Automation with Agents — From Workflow to Joule Skill to Joule Agent
- AI in SAP Signavio — Joule, the Process Consulting Agent and SAP Company Memory
- AI in SAP LeanIX for Architecture Work — the AI Agent Hub, the AI Governance Assistant and Enterprise Knowledge
- CAP and the SAP Cloud SDK for AI — Building an AI Extension
- Agent Design Patterns for SAP Processes — Tools, Planning, Human in the Loop
- Joule Agents in Production — Testing and Lifecycle
- SAP AI Ethics and Data Privacy in Delivery
- An AI Governance Operating Model for an SAP Customer (AI CoE)
- Running an AI Use-Case Discovery Workshop for SAP Clients
- Building the SAP AI Business Case — Value Hypothesis, AI Units and Proof Before Production
- From PoC to Production — the SAP AI Delivery Lifecycle
- Scoping and Pricing SAP AI Engagements
- Change Management and Joule Adoption
- Your SAP AI Portfolio — Three Demos an Analytics Consultant Can Show
- Positioning Yourself as a Freelance SAP AI Consultant
- SAP AI by Industry — Verified Cases in Manufacturing, Retail and Financial Services
- Capstone — An End-to-End SAP AI Analytics Solution
- Joule Work and SAP Managed Joule — Rolling Out the End-User AI Workspace
- Agent Memory and Runtime Safety for Joule Agents — HANA Cloud Agent Memory Service and NVIDIA OpenShell
- Sovereign AI on SAP — Architecture and Decision Guide for Regulated EU Customers
- Joule Across Spend — SAP Concur, SAP Fieldglass and SAP Business Network
- AI for Integration and Operations — Joule in SAP Integration Suite and SAP Cloud ALM
- LLM Internals for SAP Architects — Attention, Positional Encoding, Long Context and Mixture-of-Experts
- Post-Training and Fine-Tuning — SFT, RLHF, Constitutional AI, DPO and LoRA, and When an SAP Team Should Fine-Tune at All
- Choosing the Model Behind Your SAP AI — Claude, GPT, Gemini, Llama, Mistral and SAP's Own Models in the Generative AI Hub
- SAP Connect 2026 — keynote signal decoder for SAP AI & analytics practitioners
Guides that answer with this page
These guides cite this page as one of the sources their answer rests on.
Also in this section
Pages in this section, each answering one question in full: