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Marion Pauvert
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Marion Pauvert is a Content Manager at Arago. She designs and writes expert content to help HR and Finance professionals better analyse and understand industry challenges, tools and evolving roles. With nearly 10 years of experience in communication and content writing, she has worked with organisations such as Groupe TF1, HR companies and software vendors. At Arago, she leads editorial strategies and marketing initiatives aligned with business and sector challenges, grounded in real‑world practices.
The USF Convention 2026 is the annual event of the USF, the French-speaking SAP user group. Held in Strasbourg and built around European digital sovereignty, it put AI, the Cloud and data at the heart of the discussions.
Arago took part as both exhibitor and speaker. Here is what we took away from two days of discussions, workshops and talks.
This year's central theme came down to one question: what do we absolutely want to keep under our control? For the USF, being sovereign does not mean doing everything in-house, nor rejecting the Cloud. It means keeping the freedom to choose:
Innovation and control are becoming compatible.
According to the USF 2026 survey, 31% of SAP customers are legally required to use a sovereign cloud and 30% are concerned about it for geopolitical reasons. The topic now reaches well beyond the public sector.
The 7th USF survey, carried out with the Verian research institute among 276 respondents, shows real momentum, but an increasingly tight timeline:
Starting the scoping phase now means you can choose your migration strategy, secure the right skills and stay in control of both your timeline and your budget.
SAP sums it up as “humans set the framework, AI executes”. Agents handle tasks, while teams focus on decision-making. Among the key announcements:
Customer experiences point to the same method: useful AI starts from everyday pain points, not from a catalogue of agents. Several SAP customers shared good practices:
This is the most tangible announcement for HR departments: SAP now draws a clear line between two levels of AI in SAP SuccessFactors.
1. Embedded generative AI: included in your licences
2. Agentic AI: agents charged on a usage basis
Worth noting: AI innovations reach SAP SuccessFactors first, so SAP SuccessFactors customers are the first to benefit.
Companies running SAP HCM payroll have two options:
A well-prepared migration remains manageable: one project presented took 6 months, 4 consultants and 3 months of parallel payroll runs. The keys: treat time management as a separate workstream, remove custom developments, and plan ahead.
As Christian Clot, director of the Human Adaptation Institute, pointed out: nobody changes their behaviour simply because they have been given information. To drive adoption of a new HR tool, it helps to:
In a multi-site group, the first building block is the least visible, yet everything else depends on it. Making Employee Central, the Core HR of SAP SuccessFactors, the single source of employee data means onboarding, talent or compensation can then be rolled out on a reliable foundation. Payroll aligns with Core HR, not the other way round.
Four points to watch:
Two levers make go-live safer: a phased roll-out (HR, then managers, then employees) and upskilling internal teams so they become more self-sufficient.
“Rigour on the standard, pragmatism on everything else.” This is the approach taken by Maïsadour, supported by Arago, and presented during our joint workshop at the convention.
Finance wants to move faster, provided everything remains traceable. Four levers to remember:
Another signal: SAP Concur is among the non-ERP solutions most valued by the customers surveyed by the USF. Travel and expenses remain a practical lever for controlling spend.
The message was unanimous: there is no effective AI without clean, governed and trusted data. The resulting priorities:
One rule applies to every project: the business owns the need, IT safeguards the consistency of the information system, and the integrator brings the expertise and prepares the run phase.
Arago is an SAP Gold Partner specialising in SAP SuccessFactors and SAP Concur. Since 2010, we have been supporting HR and Finance functions with more than 200 certified consultants, 11 offices and over 1,000 digital transformations delivered across Europe, French-speaking Africa and Canada.
Our added value: covering the full lifecycle of your SAP solutions, from scoping to post-go-live support.
That is also why we exhibited at the USF Convention 2026: to listen to HR, Finance and IT leaders about their projects, and to share what works on the ground.
The USF Convention is the annual event of the USF, the association of French-speaking SAP users founded in 1989. The 2026 edition took place in Strasbourg and focused on European digital sovereignty.
According to SAP, embedded generative AI use cases are included in SAP SuccessFactors licences from 1 November, across all modules. AI agents, however, consume specific SAP credits that need to be budgeted for.
Arago supports HR and Finance departments with their AI projects centred on SAP SuccessFactors and SAP Concur. Our consultancy teams and AI experts begin by working with you – through an audit or a consultation – to assess your processes, data and existing solutions. Together, we identify useful use cases and evaluate their value. We then propose a tailored approach, ranging from activating the AI features included in your licences to providing support for your teams. Arago supports HR and finance departments in their artificial intelligence projects centred on SAP SuccessFactors and SAP Concur. Our consultancy teams and AI experts begin by reviewing your processes, data and existing solutions with you, through an audit or consultation. Together, we identify useful use cases and assess their value. We then propose a tailored approach, ranging from activating the AI features included in your licences to supporting your teams.
An SAP partner integrator supports the scoping, deployment and support of the solutions. Arago, an SAP Gold Partner specialising in SAP SuccessFactors and SAP Concur, works from consulting through to run, across Europe, French-speaking Africa and Canada.