ReSpo.Vision

Cover Block

Attribute	Value
Company Name	ReSpo.Vision
Tagline	AI-powered computer vision extracts 3D player/ball tracking data from single-camera football TV feeds for analytics and fan tools.
Headquarters	Warsaw, Poland
Founded	2020
Stage	Seed
Business Model	SaaS
Industry	Deeptech
Technology	AI / Machine Learning
Geography	Eastern Europe
Growth Profile	Venture Scale
Founding Team	Co-Founders (3+)
Funding Label	Seed (total disclosed ~$5,000,000)

Links

• Website: https://respo.vision/
• LinkedIn: https://www.linkedin.com/company/respovision/
• X / Twitter: https://x.com/ReSpoVision
• Careers: https://respo.vision/job-offers/principal-machine-learning-engineer

What an Investor Needs First

ReSpo.Vision is a Warsaw-based deep-tech startup using proprietary AI to generate 3D player and ball tracking data from standard, single-camera football broadcasts, a technical approach that could significantly lower the cost and complexity of elite sports analytics [ReSpo.Vision blog, June 2025]. Founded in 2020, the company has progressed from academic research to securing FIFA certification for its broadcast tracking system [ReSpo.Vision blog]. The product suite, delivered via B2B SaaS, aims to serve clubs, leagues, and broadcasters with tactical data and immersive fan engagement tools, differentiating itself by not requiring expensive multi-camera stadium installations [The Recursive, June 2025].

The founding team, led by CEO Paweł Osterreicher and including Chief Data Scientist Łukasz Grad, brings a blend of technical and commercial focus from the Polish startup ecosystem [Harvard Business School]. The company's financial position was bolstered by a $5 million (€4.2 million) seed round in June 2025, with participation from corporate investor Vinci S.A. [Vestbee]. The business model is an enterprise SaaS play, targeting contracts with rights holders.

Over the next 12-18 months, the key watchpoints will be the translation of its FIFA certification and announced partnerships, such as with CONMEBOL, into a disclosed roster of paying enterprise clients and recurring revenue. The company must demonstrate that its single-camera data accuracy and depth are sufficient to displace incumbents who use more hardware-intensive methods.

Data Accuracy: YELLOW -- Core company claims (funding, product, certification) are self-reported; third-party press corroborates funding round details but provides limited independent verification of customer traction or technical performance.

Taxonomy Snapshot

Axis	Classification
Stage	Seed
Business Model	SaaS
Industry / Vertical	Deeptech
Technology Type	AI / Machine Learning
Geography	Eastern Europe
Growth Profile	Venture Scale
Founding Team	Co-Founders (3+)
Funding	Seed (total disclosed ~$5,000,000)

Inside the Company

ReSpo.Vision is a Warsaw-based sportstech startup founded in 2020 by a quartet of co-founders: Paweł Osterreicher (CEO), Mateusz Szala (COO), Wojciech Rosinski, and Łukasz Grad (Chief Data Scientist) [Crunchbase]. The company's origin story centers on applying advanced computer vision research to the specific, data-intensive problem of analyzing football matches [Harvard Business School, pre-2025].

In June 2025, ReSpo.Vision announced a $5 million raise, equivalent to a €4.2 million round, to scale its single-camera 3D tracking technology [ReSpo.Vision blog, June 2025] [The Recursive, June 2025]. This followed an earlier seed round of approximately $1.1 million (€1 million) and an EU grant [Harvard Business School, pre-2025]. A significant technical validation point came with the company's announcement that its broadcast tracking system had been certified by the FIFA Quality Programme for Electronic Performance and Tracking Systems (EPTS) [ReSpo.Vision blog].

Current team size is estimated between 15 and 29 employees [The Recursive, June 2025]. The company is actively hiring for technical roles, including a Principal Machine Learning Engineer position [ReSpo.Vision].

Data Accuracy: YELLOW -- Key founding and funding facts are corroborated by multiple sources, but specific client details and the exact team size are based on single reports.

Under the Hood

ReSpo.Vision's commercial proposition is anchored on a single technical claim: extracting elite-grade 3D player and ball tracking data from standard, single-camera broadcast feeds. The company states its AI and computer vision engine processes video to generate "highly detailed 3D tracking data," specifying outputs of over 50 body points per player and the ball at a rate of 60 frames per second [ReSpo.Vision blog, June 2025].

The primary product surface is a B2B SaaS platform delivering analytics and visualization tools. For clubs and federations, the platform provides "TactIQ" for tactical analysis and performance data [ReSpo.Vision]. For media and broadcasters, the company promotes "3D Data & Visuals" to create immersive replays and fan engagement features [The Recursive, June 2025]. A significant external validation point is the company's claim that its broadcast tracking system has been certified by the FIFA Quality Programme for Electronic Performance and Tracking Systems (EPTS) [ReSpo.Vision blog].

Technical differentiation appears focused on the data extraction layer from constrained video sources. The company's public job posting for a Principal Machine Learning Engineer lists required experience in "3D human pose estimation," "multi-object tracking," and working with "sports video data" [ReSpo.Vision].

Data Accuracy: YELLOW -- Core product claims are sourced from company materials; FIFA certification and technical specifications lack independent verification.

Market Research and Opportunity

The market for AI-powered sports data is being reshaped by a push for deeper, more accessible analytics that can scale beyond the elite clubs equipped with expensive multi-camera systems. ReSpo.Vision's core bet is that extracting broadcast-grade 3D tracking from single-camera feeds can unlock a wider addressable market of leagues, federations, and media companies.

According to a 2023 report from Grand View Research, the global sports analytics market size was valued at $3.78 billion and is projected to expand at a compound annual growth rate (CAGR) of 21.7% from 2024 to 2030 [Grand View Research, 2023].

Metric	Value
Global Sports Analytics Market 2023	3.78 $B
Projected CAGR 2024-2030	21.7 %

Data Accuracy: YELLOW -- Market sizing is from an analogous, broader sector report. Demand drivers are inferred from industry trends and the company's specific product certifications.

Competition and Substitutes

ReSpo.Vision's primary claim to a market position rests on its ability to extract high-fidelity 3D tracking data from a single broadcast camera, a technical approach that sets it against established multi-camera hardware providers and a handful of other AI-first challengers.

Company	Positioning	Stage / Funding	Notable Differentiator	Source
ReSpo.Vision	AI-powered 3D tracking from single-camera TV feeds.	Seed, ~$5M total disclosed.	FIFA-certified broadcast tracking system; focus on cost-effective data extraction.	[ReSpo.Vision blog, June 2025]
SkillCorner	Global provider of tracking data for football and other sports.	Acquired by Genius Sports in 2021.	Multi-source data collection; established, large-scale data supply.	[Genius Sports]
Sportlogiq	AI-powered sports analytics for teams, leagues, and broadcasters.	Venture-backed.	Broad sport coverage; emphasis on automated coaching and broadcast storytelling.	[Sportlogiq]
Stats Perform	Legacy sports data and analytics conglomerate.	Private equity-owned.	End-to-end data ecosystem; vast historical database.	[Stats Perform]
Metrica Sports	Computer vision and AI analytics for team sports.	Venture-backed.	Strong research pedigree; offers tracking data and tactical analysis software.	[Metrica Sports]

ReSpo.Vision's current defensible edge is its specific certification and public focus on the single-camera broadcast use case. The FIFA Quality Programme for EPTS certification for its broadcast tracking system is a significant regulatory and credibility marker in football [ReSpo.Vision blog].

Data Accuracy: YELLOW -- Competitor profiles and funding are based on public industry knowledge; ReSpo.Vision's differentiation claims are sourced from its own materials.

Opportunity

If ReSpo.Vision's technology scales as intended, the prize is becoming the default data layer for the global football industry. The core technical differentiator, single-camera 3D tracking, directly addresses a massive cost and accessibility barrier. Where competitors rely on multi-camera setups or stadium-installed hardware, ReSpo.Vision's system works with the broadcast feed that already exists for every televised match [ReSpo.Vision blog, June 2025].

Scenario	What happens	Catalyst	Why it's plausible
Broadcast Standard	Tracking data and 3D visualizations become a standard feature in live broadcasts.	A multi-year licensing deal with a league or broadcaster.	FIFA certification and claimed work with CONMEBOL demonstrate elite standards [ReSpo.Vision blog] [LaSource].
Betting Data Monopoly	Primary, real-time data supplier for the football betting market.	A strategic partnership with a major data aggregator.	AI extracts 50+ body points at 60 frames per second, valuable for betting models [ReSpo.Vision blog, June 2025].
Grassroots Analytics Platform	Productizes technology for lower-tier leagues via self-serve SaaS.	Launch of a lower-cost, automated product tier.	Single-camera approach is inherently more scalable than hardware-dependent solutions.

Data Accuracy: YELLOW -- The core technological premise and FIFA certification are company claims. Early customer traction is cited by third-party industry press but lacks contract-level detail. Funding amounts and investor participation are corroborated by multiple sources.

Sources

1. [ReSpo.Vision blog, June 2025] ReSpo.Vision raises $5M to redefine the sports viewing experience with AI-powered 3D technology | https://www.respovision.com/blog-posts/respo-vision-raises-5m-to-redefine-the-sports-viewing-experience-with-ai-powered-3d-technology
2. [ReSpo.Vision blog] ReSpo.Vision earns FIFA Certification for its Broadcast Tracking System | https://respo.vision/blog-posts/respo-vision-earns-fifa-certification-for-its-broadcast-tracking-system
3. [The Recursive, June 2025] ReSpo.Vision Raises €4.2M to Redefine How Football Is Watched | https://therecursive.com/respo-vision-seed-round-digital-twin-football-watching-analytics/
4. [Harvard Business School, pre-2025] ReSpo.Vision: The Kickstart of an AI Sports Revolution | https://www.hbs.edu/faculty/Pages/item.aspx?num=65489
5. [Vestbee] Polish startup ReSpo.Vision secures $5M to rework sports with computer vision technology | https://www.vestbee.com/insights/articles/re-spo-vision-secures-5-m
6. [Crunchbase] ReSpo.Vision - Crunchbase Company Profile & Funding | https://www.crunchbase.com/organization/respo-vision
7. [ReSpo.Vision] Principal ML Engineer at ReSpo.Vision | https://respo.vision/job-offers/principal-machine-learning-engineer
8. [LaSource] ReSpo.Vision clients include CONMEBOL Copa America 2024, Polish Football Association, and other global football stakeholders | https://www.linkedin.com/company/lasource/posts/?feedView=all
9. [Grand View Research, 2023] Sports Analytics Market Size, Share & Trends Analysis Report | https://www.grandviewresearch.com/industry-analysis/sports-analytics-market