Fastbreak.AI owns the hardest math problem in sports operations, constraint-based schedule optimization, and is using that beachhead among blue-chip pro leagues to expand into the far larger youth travel-sports market. The company sells AI-driven scheduling and logistics software that maximizes revenue and minimizes travel across a season's fixtures. Its wedge is a genuinely scarce optimization engine built by a small team of world-class operations-research talent: co-founder Chris Groer previously built the scheduling solver KPMG used for the NBA, and the NBA's own head of scheduling called him the foremost expert in the space (Internal, reference call recytMy0Dgkkr5gOb, 2024-06-13). That technical moat, paired with a repeat founder-CEO who sold his prior company (MapAnything) to Salesforce, is what StoryHouse underwrote.
Validation is unusually strong for the stage: at entry the company counted the NBA (a three-year, $3.6M deal), NHL, MLS, SEC, the Ivy League and others as paying customers, with strategic equity from the NBA ($750K) and NHL ($1M) (Internal, notes recV0RWgpVFHcETo2 and recwLJKkUsbdyNwac, May 2024). StoryHouse invested $400K from Fund I on 2024-07-26 into an $8M pre-Series A round structured as a SAFE on an $80M pre-money cap with a 15% discount (Internal, Deal Terms). The bet was that the pro business de-risks the downside while youth travel sports, which founder John Stewart framed as a potential 50M-plus run-rate opportunity, drives the upside. The position has since marked up materially: the company raised a priced $40M Series A and by early 2026 was raising a Series A extension at a $250M pre-money valuation (Internal, Deal notes). One StoryHouse-relevant note: CTO Tim Carnes is a Harvey Mudd (HMC) alum, a Claremont tie.
The sports management software market is projected to reach roughly $19.1B by 2031 at an ~11% CAGR (Web). Fastbreak's professional-scheduling beachhead is a defensible but capped niche; the real prize is the youth travel-sports segment, part of a US youth sports economy estimated at $45B-plus annually, where dedicated youth sports software is growing at a high-single-digit to low-double-digit CAGR (Web). Timing tailwind: travel and club sports participation grew more than 22% between 2019 and 2025 (Web), pulling demand for the sophisticated coordination tools Fastbreak's optimization engine is positioned to serve.
| Player | Positioning | Funding / Stage | Edge vs. them |
|---|---|---|---|
| Fastbreak.AI | AI scheduling and operations engine spanning pro leagues, youth tournaments and brand activations | $40M Series A; $53.2M total | — |
| Optimal Planning | Legacy pro scheduling (26 years), NFL and MLB customers; relationship-led | Acquired by Fastbreak (2024) | Fastbreak bought it, consolidating the pro category |
| KPMG (GSS) | Consulting-built scheduling; ran the NBA's prior system | Incumbent consultancy | Fastbreak displaced it at the NBA per reference call |
| Ligalytics / GotPro | German soccer-focused scheduling | Niche, ~$3–4M revenue each (est.) | Narrower scope, limited build capacity |
| Stack Sports / TeamSnap | Youth sports registration and management platforms | PE-backed / large-scale | Admin-first; lack Fastbreak's optimization core and pro credibility |
Moat: a proprietary constraint-optimization engine built by rare operations-research talent (one of the hardest problems in sports, mathematically), reinforced by blue-chip league contracts and the Optimal Planning acquisition that removed the only other serious pro-scheduling vendor.
Likely acquirers are sports-tech consolidators and PE roll-ups: sports technology M&A rose 47.7% year over year into 2025, with Stack Sports (35-plus acquisitions) and LeagueApps actively buying youth-sports platforms (Web). Return math: StoryHouse entered on an $80M pre-money SAFE cap; the SAFE converted at a $43.10 price into 9,281 shares, the priced Series A was struck at $165M pre-money, and by early 2026 shares were marked at $103.54, roughly a 2.4x paper markup on the $400K position (Internal, Deal notes). Continued execution in youth travel sports is the lever between a solid outcome and a large one.
Final terms alignment with John Stewart: StoryHouse dialed its check down to $400K and set a funding gate.
Fine with StoryHouse dialing back to $400K. Had a couple of questions about the pro-rata side letter, and is largely fine with it.
Some pushback on StoryHouse's MRL; he is going to pull up the MRL and documentation he used for the priced round and is happy to share it, which is expected to be largely duplicative.
StoryHouse told him it is happy to sign, and once he has hit $6M of the $8M, StoryHouse will be comfortable wiring.
Customer reference call with Evan Wasch, Head of Strategy and Analytics at the NBA, described internally as one of the strongest references StoryHouse had heard.
Call with Evan Wasch, Head of Strategy and Analytics at the NBA. One of, if not the strongest customer reference heard. The bet is really whether they can crack youth sports next for a big outcome rather than an ok one; they will have pro sports. Scouting is probably a smaller market than John has been signaling, but could have marketing benefits. John can be an overpromiser and is very confident, which was already known.
Wasch has been at the NBA for 10 years; one of his first projects in 2014 was revamping scheduling, which was essentially whiteboarding. The NBA issued an RFP in 2015 and selected KPMG, which had just acquired Chris Groer's startup; KPMG brought the combination of underlying mathematics with program-management and UI-design skill, producing the GSS game design system. Chris later left KPMG because it could not move with entrepreneurial responsiveness, and the product declined. In 2022 the team returned to sports scheduling with Chris designing it; the NBA piloted in 2022, expanded in 2023, and signed a six-year deal, now with strategic alignment via the NBA's investment.
On measurable improvement: hard to isolate given Covid and broadcast changes, but the range of schedule quality (travel days, local home games) improves, giving the league leverage; Wasch's gut feel is roughly 5–10% better. The search algorithms are far faster: GSS ran 24-hour cycles requiring overnight monitoring, whereas Fastbreak iterates within an hour. A favorite feature is a deep-learning "trip rater" that generates road trips and ranks them.
On scouting: he is less familiar and sees it as somewhat of a pain point but not huge, probably a menial problem for a junior person, more a $25K than a $100K product; he would focus on elite youth leagues as the much larger market. Integration is easy and web-based (JSON/CSV). The UI is not yet world-class because they focused on the guts. Human-capital caveat: John is a successful, customer-focused entrepreneur but can get over his skis and overpromise on timelines; Chris is Wasch's favorite person in the space and complements John well. He believes Fastbreak works for other leagues and that the NBA has the most complex scheduling problem in US sports. Comparable companies at that level: none; KPMG still does some scheduling, plus Optimal Planning Solutions, Ligalytics (German, soccer-focused), GotPro, and Sports Scheduling Group.
Mostly social conversation with CTO Tim Carnes to gauge the technical leadership.
Conversation with Tim Carnes, Fastbreak CTO. Mostly social; very much a talented, engineering-first person.
He is excited by the prospect of the upcoming acquisition and the ability to break into the youth leagues, and is proud of how they got groups like the NBA to adopt their software and wean off a more human-touch model.
He is aware of the limited scope of selling scheduling to teams and is readying the new builds in the scouting product and youth-sports products.
On 2024-06-13, StoryHouse held a customer reference call regarding founder John Stewart with Evan Wasch, Head of Strategy and Analytics at the NBA. The takeaway was one of the strongest customer references StoryHouse had heard: the NBA has migrated fully onto Fastbreak off its legacy KPMG system, co-founder Chris Groer is viewed as the foremost expert in sports scheduling, and the central bet is whether the team can crack youth sports for a large outcome given a capped pro market (Internal, note recytMy0Dgkkr5gOb).