Case Studies
8 workflow walkthroughs for corp-dev, PE, and VC dealmakers.
Each case study is an illustrative composite scenario showing how one non-technical dealmaker uses the VC Deal Flow Signal surface end-to-end. Names and specific deal details are omitted by design, the structure of the workflow (which URLs the persona uses, which questions they ask, which action they take) is the representative element. Designed to show buyers exactly how the product works for their role.
These walkthroughs are illustrative composites. The named, dated receipts, real orgs and the engineering events that preceded their rounds, live on the wins page.
Corp Dev Director
Corp Dev: Building an AI Infrastructure Acquisition Shortlist
How a hyperscaler Corp Dev director moved from sector-level scouting to a 4-target shortlist in 3 days using engineering-signal data.
PE Operating Partner
PE Operating Partner: Benchmarking Portfolio Engineering Velocity
How a PE Operating Partner used engineering-signal benchmarking to surface a portfolio-company performance gap before it became a board issue.
Emerging Manager VC
Emerging Manager: Pre-Round Sourcing on a Two-Person Investment Team
How a $40M Fund I emerging manager landed in 3 oversubscribed AI-infra rounds in 2026 by sourcing from engineering signals 6-8 weeks before bankers circulated decks.
Non-Engineer Tech VP
Tech VP: Vendor Consolidation Decision via Engineering Signals
How a non-engineer VP Platform consolidated 4 observability vendors to 2 by grounding the decision in publicly observable engineering velocity.
Technical Founder
Founder: Mapping the Competitive Landscape Before a Series A
How a technical founder used engineering-signal data to position the fundraise narrative, identify the 4 most-aligned investors, and pre-empt the 'how are you different from X' question.
Academic Researcher
Researcher: Citing the Methodology in an Empirical Venture-Finance Paper
How an empirical-finance PhD candidate used the published methodology and open dataset to validate a venture-finance leading-indicator hypothesis.
Tech Journalist
Journalist: Grounding a Sector Trend Story in Citable Engineering Data
How a senior reporter at a major tech publication grounded a sector trend story in publicly observable engineering-signal data, without coordinating with company PR.
Corp Dev Director
Corp Dev: Quarterly Sector Scan for Board Strategy Review
How a Corp Dev director prepared a 30-minute sector strategy review for a Fortune 100 board, using engineering-signal data to ground forward-looking M&A recommendations.
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