What's in this set
Infrastructure is a small tag in the pitch deck database right now. There is currently one infrastructure deck: DataTron, which raised a $1.4M seed round in 2020. DataTron built a single model governance platform for machine learning, AI, and data science models running in production, and its deck is also tagged to the AI and machine learning filters, so infrastructure founders researching this deck are likely to find useful comparisons on those pages too.
Because the set is this small, treat this page as a starting point rather than a full survey. One data point cannot show you what a typical infrastructure raise looks like, but it can show you how one real infrastructure company framed its story for investors at seed stage.
What investors look for in an infrastructure pitch deck
Infrastructure investors care most about proof that the product already works under real production load, not projections of future scale. DataTron's seed deck sits on top of a working model governance platform for ML and AI systems already in production, which is the kind of operational credibility that stands in for traction when you do not yet have a long customer logo list.
A second thing infrastructure investors weigh heavily is the technical moat: what stops a customer's own engineering team from building the same thing internally. DataTron's pitch centers on being a single governance layer across a company's ML, AI, and data science models, a consolidation argument that is more persuasive than a narrow point solution would be.
Third, infrastructure decks need to show a realistic path through enterprise procurement. A seed-stage infrastructure company like DataTron is usually still proving the sales motion, so investors expect the deck to be honest about deal length and the size of the team needed to close and support early customers, rather than promising a fast, self-serve ramp.
Infrastructure's investor side is far more built out than its deck side. AngelMatch's investor database lists 5,000+ infrastructure investors you can filter by check size and stage, so once you have studied how DataTron framed its seed round, find infrastructure investors who back companies at this stage.


