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Distributed system for accelerated AI development, local edge computing and robotic systems
Distribuovaný systém pro akcelerovaný vývoj AI, lokální okrajové výpočty a robotické systémy — original title
Your path to submission
- Deadline: 16 November at 10:00 — 15 days left.
- The submission point is stated in the notice (link on this page).
- Offer and evidence in: Czech.
- Collect your evidence — the eligibility requirements are listed on this page; for many of them the analysis explains how to obtain them.
What the buyer is looking for
The subject of the contract is the supply of complex computing infrastructure for the development, training and deployment of artificial intelligence (AI) models, which consists of three consecutive hardware levels. At the core of the system is a pair of high-performance central workstations designed for AI computing. These stations will provide massive computational power of accelerators for local training, optimization and debugging of complex neural networks in laboratory conditions. The aim is to ensure fast iterations in the development of algorithms before their final deployment. This central part is followed by a set of compact accelerated computing nodes with real-time performance for inference. These units will be physically deployed directly in operations and local networks of industrial partners. Their hardware architecture must guarantee high data throughput for massive and…
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… immediate evaluation of industrial data in target operation, especially for complex tasks for which standard low-voltage edge platforms are insufficient. The third level of infrastructure consists of a specialized hardware platform designed for the development of advanced cognitive robotics and autonomous machines. This unit will provide the centralized computing power necessary for fusion of data from multiple sensors, route planning, and secure real-time control of complex robotic systems. The entire supplied hardware system must enable seamless deployment of trained models from central stations to industrial inference and robotic devices. The units will be supplied with the necessary accessories for their safe operation. The subject of performance also includes transport to the place of performance, installation of the equipment and verification of the functionality of the equipment. A detailed technical specification of the subject-matter of the contract is set out in Annex 1 to the Tender Document. The conditions of performance are further specified in the Terms and Conditions (draft contract), which form Annex No. 2 to the Tender Documentation.
Contract
Type of service
Clement What the numbers say about this buyer
- In this sector the buyer awards roughly every 2 months (83 awards, most recently July 2026) — by that rhythm the next award was due around August 2026. The last award went to ASTRA kancelářské potřeby s.r.o.n = 83
- 27% of this buyer's awards went to companies that had already won here before (623 awards since 2015, spread over 232 companies). That is well below the sector norm (65%) — this buyer switches suppliers more often than others.n = 623 awards since 2015
- The median procedure drew just one bid (516 procedures with a bid count); 53% ended with a single bidder. Sector: median 3 bids.n = 516
- 19% of awards went to companies from abroad (623 awards with a known winner country). Sector average: 6%.n = 623
- The award came in at a median 98% of the estimated value (217 awards with both estimate and value) — pricing at the estimate is usually about right here. Sector: 86%.n = 217
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.
Selection criteria — in the procurement documents
The buyer states in the notice that the selection criteria are in the procurement documents (link on this page), not in the EU form. The document analysis below extracts them from there — bid and evidence in Czech.
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 |
|---|---|---|
| SPECION, s.r.o. | 18 | 2024–2026 |
| Pragolab s.r.o. | 11 | 2024–2026 |
| Thein Systems a.s. | 8 | 2024–2025 |
| OptiXs, s.r.o. | 7 | 2024–2026 |
| Networksys a.s. | 6 | 2022–2026 |
How often this buyer tenders this kind of work
Tactics
When this buyer has awarded in this sector, usually about 3 bids came in. A normal field for this market. (Based on 62 completed awards — not a statement about this procedure.)
This procedure allows 32 days between publication and deadline — typical in this country is 32 (median of 1,134 procedures). A normal window for this market.
The deadline falls on a Monday — your last full working day is the Friday before. Have evidence and guarantees together by Thursday.
Foreign bidders
In Czechia · Office & computing machinery, 50 contracts went to foreign companies over the last 3 years (of 6,944 recorded awards) — mostly from France, Italy, Germany.
Submission language: Czech.
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