The problem
Deal teams lose institutional knowledge between deals and rebuild diligence, memos and DDQ answers from scratch
What they do
AI platform for private equity firms: data room analysis, IC memos, portfolio monitoring, LP reporting
Traction Company claims $60B+ AUM on platform and 10,000+ daily queries; revenue ~ $0.8M (est.)
Hiring trend
- Open roles
- 4
- Ops roles
- 2
- Headcount
- ~30-48
Headcount ~36 → ~48 Q1 2025 to Q1 2026 (Revelio, est.); postings 5 → 10 in 2026
Latest news
Aug 2026
Repositioned from general no-code AI workflows to an AI operating system for private equity ↗Glassdoor
3.6 ★ 5 reviews ↗Funding
- Last round
- $3M
- Stage
- Seed
- Date
- Feb 2024
Led by 1984 Ventures, Defy.vc, Formus Capital, Y Combinator
- Hiring+14 open roles on the live job board (3–9 roles = +1)
- Funding recency0Seed · $3M, Feb 2024 (32 months ago): over 24 months = 0
- Traction+0.75Some growth: Company claims $60B+ AUM on platform and 10,000+ daily queries; revenue ~ $0.8M (est.)
- Red flags0Watch-outs noted below, none scored as a significant flag
- Total1.751 + 0 + 0.75 − 0 = 1.75 → Warm-up
Seed rule: seed-stage without strong traction starts in Warm-up whatever the score (Steady by score alone).
Distance (Unproven) is a separate read on how long the lead can last. It doesn't change the score.
Distance
Unproven · edge: learns from use
Seed-stage and freshly repositioned into PE software, a crowded field (Hebbia, Rogo, Blueflame, Keye) with larger, better-funded rivals; the pitch of firm knowledge that compounds across deals is a data edge it has yet to prove.
Sources: VectorShift homepage: AI operating system for private market investors ↗ · YC company profile ↗
Watch-outs
Watch (not scored): 2026 pivot from horizontal no-code AI builder to private-equity vertical, with no new round since the $3M seed (Feb 2024). Glassdoor 3.6 from only 5 reviews, with 1.0 for culture and senior management and an Oct 2025 'Worst management ever' review; co-founder posted in Jul 2025 that he had fired 10+ engineers in a year; repeated candidate complaints of unpaid take-homes and ghosting. No layoffs, lawsuits or down round found.
Sources: YC profile: now 'AI Operating System for Private Market Investors' (last news: $3M seed, Feb 2024) ↗ · VectorShift on LinkedIn: How We Built VectorShift for Private Equity (Aug 2026) ↗ · Glassdoor: VectorShift reviews (3.6, 5 reviews; culture and senior management 1.0) ↗ · Glassdoor review: 'Worst management ever' (Oct 2025) ↗ · Albert Mao (COO) on LinkedIn: fired 10+ engineers in the past year (Jul 2025) ↗ · Glassdoor interview reviews: take-home then no response (2026) ↗
Open ops roles · 2
Last checked Oct 25, 2026