Compliance assessment of personal data protection (GDPR) and artificial intelligence regulation (AIR) at the City of Lyon and the CCAS
Evaluation de conformité de la protection des données personnelles (RGPD) et du règlement sur l'intelligence artificielle (RIA) à la Ville de Lyon et au CCAS
France · Dept. 69 · how to bid here →
Your path to submission
- Deadline: 21 October at 14:00 — 34 days left.
- The submission point is stated in the notice (link on the right). Submission via the buyer profile named in the notice (e.g. PLACE/Maximilien): free account required; a signature is usually only demanded from the winning bidder. Sort out account and signature first — not on submission day.
- Offer and evidence in: FRA, FRA.
- Collect your evidence — the eligibility requirements are listed above; for many of them the analysis explains how to obtain them.
Clement What the numbers say about this buyer
- The award came in at a median 111% of the estimated value (196 awards with both estimate and value) — pricing at the estimate is usually too low here. Country: 67%.n = 196
- 33% of this buyer's awards went to companies that had already won here before (3,795 awards since 2015, spread over 1,664 companies). That is well above the national norm (16%) — newcomers have a harder time here than elsewhere.n = 3,795 awards since 2015
- 98% of the bids received came from small and medium-sized enterprises (93 procedures with a bid mix). Country: 62%.n = 93
- The median procedure drew 4 bids (1,606 procedures with a bid count); 15% ended with a single bidder. Country: median 3.6 bids.n = 1,606
- 0% of the bids received came from other countries (93 procedures with a bid mix) — all bidders, not just the winners. Country: 7%.n = 93
From this buyer's documented awards; comparison values from the same sector and country. Not a forecast, not legal advice. As of 13/09/2026.
Foreign bidders
In France, 48,867 contracts went to foreign companies over the last 3 years (of 843,361 recorded awards) — mostly from Germany, Spain, Italy.
Selection criteria — in the procurement documents
The buyer states in the notice that the selection criteria are in the procurement documents (link on the right), not in the EU form. The document analysis below extracts them from there — bid and evidence in FRA, FRA.
Contract
Who has won here before
| Company | Awards | Period |
|---|---|---|
| RABY | 26 | 2015–2022 |
| RABY SAS | 23 | 2015–2020 |
| SPIE FACILITIES | 23 | 2017–2026 |
| QUALICONSULT | 20 | 2015–2025 |
| LES MENUISIERS DU RHONE | 14 | 2015–2020 |
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.
Evaluation de conformité de la protection des données personnelles (RGPD) et du règlement sur l'intelligence artificielle (RIA) à la Ville de Lyon et au CCAS