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Training services for agents of the Department of Savoy on generative artificial intelligence (GAI) tools
Prestations de formation des agents du Département de la Savoie aux outils d'intelligence artificielle générative (IAG) — original title
Your path to submission
- Deadline: 3 December at 12:00 — 32 days left.
- The submission point is stated in the notice (link on this page).
- Offer and evidence in: French.
- Collect your evidence — use the eligibility analysis on this page: it lists the requirements and, for known certificates, how to get them.
What the buyer is looking for
The framework agreement will be executed by issuing order forms. Each lot will be awarded separately. The services are paid for by unit prices. The Department of Savoy deployed, between November 2025 and April 2026, a first cycle of training to raise awareness of generative AI for its 230 managers, i.e. 15 half-day sessions. This cycle had three objectives: Understand the fundamentals of AI and how generative AI works, acquire the basics of query formulation (prompts), and identify business use cases. The assessment of this first cycle (213 responses collected) shows a high level of satisfaction (average recommendation score of 8.6/10, 47.5% of promoters) and a pedagogical gain measured before / after +1.07 points out of 5 on average on six competencies assessed. This consultation is a direct follow-up to this first round: Lot 1 Awareness-raising training on generative AI tools; Lot 2…
Show full description
… Training in the mastery of the art of prompting · Training in awareness of generative AI tools · Training in the mastery of the art of prompting
Contract
Type of service
Clement What the numbers say about this buyer
- The median procedure drew 3 bids (689 procedures with a bid count); 14% ended with a single bidder. Sector: median 9 bids.n = 689
- 19% of this buyer's awards went to companies that had already won here before (1,018 awards since 2015, spread over 445 companies). That is well below the sector norm (33%) — this buyer switches suppliers more often than others.n = 1,018 awards since 2015
- The award came in at a median 50% of the estimated value (12 awards with both estimate and value) — pricing at the estimate is usually too high here. Sector: 61%.n = 12
- Across 16 procedures with structured selection criteria, this buyer most often required: Minimum turnover in the contract field (14 of 16), Minimum annual headcount (6 of 16), References: services (5 of 16), Equipment, plant and technical facilities (4 of 16).n = 16
- 94% of the bids received came from small and medium-sized enterprises (68 procedures with a bid mix). Sector: 85%.n = 68
From this buyer's documented awards; comparison values from the same sector and country. Not a forecast, not legal advice. As of 01/11/2026.
What you must prove — eligibility criteria
Tender documents — direct download
Who has won at this buyer so far
Across all contract types of this buyer — not just this sector. A city buys software and fire engines through the same purchasing office.
| Company | Awards | Period |
|---|---|---|
| EUROPE SERVICE | 7 | 2016–2025 |
| SERGE MONOD EQUIPEMENT | 6 | 2015–2018 |
| TRUCKS SOLUTIONS CHAMBERY | 6 | 2018–2025 |
| DECARRE SAVOIE SAS | 5 | 2015–2025 |
| EIFFAGE ROUTE CENTRE EST | 5 | 2017–2026 |
How often this buyer tenders this kind of work
Tactics
When contracts were awarded in this country and sector, usually 9 or more bids came in. Many compete here — price and references decide. (Based on 4,790 completed awards — not a statement about this procedure.)
This procedure allows 38 days between publication and deadline — typical in this country is 32 (median of 12,485 procedures). Much more generous than usual — time for a thorough bid rather than a quick one.
Foreign bidders
In France · Education & training, 189 contracts went to foreign companies over the last 3 years (of 5,666 recorded awards) — mostly from Germany, Belgium, United States.
Submission language: French.
How to bid
Guide: how to apply on PLACE — Plateforme des achats de l'État (Frankreich) → Registration, signature, fees — from the operator's bidder manual.
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