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§ SAP Data & AI

SAP Data & AI

In the SAP ecosystem since 2015, on SAC Planning assignments since 2022, Julien Bédouret also develops AI, and codes it himself. He brings both to SAP projects that want to put AI on their data.

Available for a full-time assignment from early January 2027. Interviews from November.

Assignments

SAP assignments, time and materials, in blocks of 4 to 6 months. Julien works autonomously from specification to CDS Views, with financial controllers and Product Owners.

SAP Analytics Cloud Planning

On assignments since 2022

  • Planning models: budget and forecast
  • S/4HANA and flat-file imports, public dimensions
  • Data Actions and Multi Actions, scripting
  • Stories, roles and authorizations

SAP BW and CDS Views

SAP BI since 2017

  • SAP BW and ABAP (object-oriented)
  • CDS Views: design, development, deployment
  • S/4HANA, embedded analytics, Fiori
  • Management KPIs, from source to story

Business Data Cloud, including Datasphere

Certification in preparation

  • SAP BW 7.5 leaves standard maintenance on 31 December 2027, with optional extended maintenance until 31 December 2030.
  • Business Data Cloud brings together Datasphere and SAP Analytics Cloud, among others.
  • Julien is preparing the C_BCBDC certification. On a BW exit project, he brings his knowledge of BW and CDS Views.

Source: SAP Community, BPC strategy update (8 October 2025)

The format

  • Blocks of 4 to 6 months, full time.
  • Remote, or on site 2 days a week at most, anywhere in France.
  • Freelance, through Intellencia: via your consultancy or direct.
  • Written commitment not to solicit the intermediary's clients, during the assignment and for 12 months after.

His experience

Since 2015: in-house, then freelance, direct or through intermediaries.

  1. Since Oct. 2023

    A major energy group

    Functional consultant and SAC Planning go-to expert, for finance and controlling

    SAC Planning, Data Actions, Multi Actions, CDS Views, S/4HANA

  2. 2015 to 2023

    An industrial group

    S/4HANA rollout, sales side (2015 to 2017), SAP BI project manager (2017 to 2021), then freelance SAP BI consultant (2023)

    S/4HANA, SAC, SAP BW, CDS Views, ABAP, Fiori

  3. May to Oct. 2022

    An SAP consultancy

    SAP BI consultant on multi-client projects, and user training

    CDS Views, SAP Fiori, S/4HANA analytics

  4. Feb. to May 2022

    An SAP consulting firm

    SAC Planning consultant, finance (FI/CO), multi-client projects

    SAC Planning, Live Data, Data Actions, Multi Actions

  5. Sept. 2020 to Apr. 2021

    A software publisher for the building trade

    Data scientist: a language-processing module written from scratch

    NLP, semantic matching, full-stack integration

The companies are named in the CV.Download the CV (PDF, 2 pages, in French)

The “Joule on your SAP data” package

In 10 to 15 days, get Joule ready to answer on your SAP data, measure how often it answers correctly, then extend it where the standard stops, before committing a project budget.

In three steps

  • Prepare: clean SAP Analytics Cloud models and data, indexed for Just Ask, Joule's natural-language questions in SAP Analytics Cloud, and the prerequisites checked (SAP BTP environment, SAP's cloud platform, and identity management). Joule answers no better than the models it is given.
  • Measure: 30 real business questions put to Joule. The result is given as a number of correct answers, with its interval.
  • Extend, where the standard stops: a skill (a capability added to Joule) or an agent in Joule Studio, whose actions a person approves, depending on their availability on your system at the time of scoping; or a RAG assistant (retrieval-augmented generation: it searches your documents, then answers from what it found) with the generative AI hub, SAP AI Core's generative AI service. Plus the SAP Analytics Cloud forecast, compared with your current method.

What you get

  • The list of prerequisites and the state of your models
  • Joule's measured result, with its number of cases
  • An extension prototype running on your data, where relevant
  • A clear opinion and a dated next step, or the advice not to go further

According to SAP (October 2026), Joule Base, the base version of Joule, is included in eligible SAP cloud subscriptions; agents are paid by usage, in AI Units, SAP's AI consumption units. What your contract covers is checked during scoping. Scope and price of the package are set after the first conversation, before any work starts.

The method

Measure before, and after

Every scoping starts with a measurement of time, volume or error. Without it, there is no result to compare.

A figure with its number of cases

A result is given as a number of cases, for example “9 correct answers out of 12”. From 30 cases, the percentage comes with its confidence interval (Wilson).

A person signs off

What commits the company (a published figure, a decision, a document) is approved by a person. An information assistant that answers the public on its own only gives information from its knowledge base, and says it is an AI.

A named host

Every tool has a named host, and you know it before any work starts. Legal questions are listed for your lawyer or your data protection officer (DPO).

Certifications

Three SAP certifications, in preparation. None has been obtained yet: this page will be updated after each exam passed, with the badge link.

  • C_SACSAP Certified – Data Analyst – SAP Analytics CloudIn preparation
  • C_BCBDCSAP Certified – SAP Business Data CloudIn preparation
  • C_AIGSAP Certified – SAP Generative AI DeveloperIn preparation

Julien shares his preparation on LinkedIn, in “Le carnet” (in French). Follow him on LinkedIn

Proof on the AI side

Since June 2026
A RAG assistant in production, in 6 languages, designed to cite only real places from its knowledge base. See the case
2026
An online tool that helps decide, task by task, whether AI is worth it. Built with Mistral AI.
March 2019
6 deep learning certificates issued by DeepLearning.AI, on Coursera: the Deep Learning specialization and its 5 courses, from neural networks to sequence models.
2019
A first neural network, coded by hand, from the layer to the gradient.
Education
Bachelor's degree in pure mathematics, University of Angers.

Let's talk about your SAP project

An assignment to staff, an SAC or BW project, a Joule or AI project on your SAP data: thirty minutes on video to see whether Julien is the right person.

Julien BédouretAvailable for a full-time assignment from early January 2027

Pick a time slot

SAP project or assignment · 30 min. Booking goes through Calendly, which sets its own cookies. The booking page is in French.

Via your consultancy or direct. Through a consultancy: written commitment not to solicit its clients, during the assignment and for 12 months after.

The 30-minute call

With Julien Bédouret · video call · free

  1. 0–8 minYour situationWhat takes your team's time, what changes this year.
  2. 8–27 minWe measure it togetherHow often per month, how many minutes, which data is involved, who decides.
  3. 27–30 minA straight answerA dated next step if AI is worth it. If not, Julien tells you so, and suggests what would work instead.

Booking goes through Calendly, which sets its own cookies. The booking page is in French.

Write to Julien · Reply within 48 hours, no Calendly.