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Top AI builders in Private equity

Builders never pay to be listed, and order never depends on fees. What counts

On this page: Rankings · New this month · By model

Rankings

All time · 75 receipts in this view
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Top builders

  1. 1
    ModernEdge AITop use case: Intake documents retyped into a system
    9solutions · 8 complete
  2. 2
    ElizaTop use case: Intake documents retyped into a system
    6solutions
  3. 3
    CorralDataTop use case: Marketing spend optimized on the wrong signal
    4solutions · 3 complete
  4. 4
    Soal LabsTop use case: Intake documents retyped into a system
    3solutions · 2 complete
  5. 5
    SynopsisTop use case: Decisions made on partial data because systems don't connect
    3solutions · 1 complete
  6. 6
    Pluto AITop use case: Field or maintenance work dispatched without failure prediction
    3solutions · 1 complete
  7. 7
    ProSightsTop use case: Decisions made on partial data because systems don't connect
    3solutions
  8. 8
    TopsailTop use case: A system only a few people can query
    3solutions
  9. 9
    Ideas2IT TechnologiesTop use case: Legacy code or system migrated by hand
    3solutions
  10. 10
    Malleable AITop use case: Leadership needs to decide where AI fits
    2solutions
  11. 11
    OdeTop use case: Intake documents retyped into a system
    2solutions
  12. 12
    Crawford McMillanTop use case: Leadership needs to decide where AI fits
    2solutions
  13. 13
    Lazer TechnologiesTop use case: Intake documents retyped into a system
    2solutions
  14. 14
    EveryTop use case: AI tools in place but unconfigured for the work
    2solutions
  15. 15
    LaunchPad LabTop use case: Leadership needs to decide where AI fits
    1solution · 1 complete
  16. 16
    B43Top use case: Training rebuilt for every role or location
    1solution · 1 complete
  17. 17
    Token Capital GroupTop use case: Research or analysis produced by hand that could be systematized
    1solution · 1 complete
  18. 18
    ScaylorTop use case: Acquired or multi-entity units that report separately
    1solution · 1 complete
  19. 19
    BaseForge AdvisorsTop use case: Quote or bid that needs engineering or pricing judgment
    1solution · 1 complete
  20. 20
    OutcomeCatalystTop use case: AI adoption blocked or ungoverned
    1solution · 1 complete

Ranked by solutions on file. Ties go to the builder with more complete receipts: ones that say what changed in numbers, how long it took and what it cost. Once enough receipts are complete, this board will rank by those instead.

On file: 22 more builders

New this month

November 2026 · 10 solutions
  1. An outpatient mental health clinic in Los Angeles was losing prospective patients outsideTars
  2. How a Small Business Reduced Response Time From 10 Minutes to 20 SecondsHotham AI
  3. How a Startup Launched an AI Companion App in Just 9 DaysUnelite Studio
  4. How a Compliance Software Firm Staged 42,000 CRM RecordsProSights
  5. How a PE-Owned Software Firm Fixed Its Contract Dates in 3 MonthsProSights
  6. How a Railcar Roll-Up Caught $290K of Supplier OverbillingProSights
  7. How a $250M Consumer Brand Found 1,300 Underpriced ProductsProSights
  8. How a $90M-ARR Software Firm Surfaced $3.1M of Unworked RenewalsProSights
  9. How a Railcar Roll-Up Saved $9M of Gross Profit It Nearly CutProSights
  10. How a Software Firm Matched SOWs to Project HoursProSights

By model

All time · 220 of 397 solutions say what they run on

Pick a model to see who builds on it and what for.

18 solutions use several models; 18 run on custom or proprietary models. A solution counts once for each family it names. GPT includes OpenAI, ChatGPT and Azure OpenAI; Gemini includes NotebookLM; Open-weight is Llama, Mistral and other self-hosted models.

Most solutions on any model

  1. 1
    ModernEdge AITop use case: Repeat customer questions that eat support capacity
    15solutions
  2. 2
    CorralDataTop use case: Marketing spend optimized on the wrong signal
    10solutions
  3. 3
    ElizaTop use case: Engineering throughput capped by hands-on-keyboard hours
    9solutions
  4. 4
    OdeTop use case: Intake documents retyped into a system
    9solutions
  5. 5
    PressWTop use case: Policies exist but nobody can find them mid-task
    9solutions
  6. 6
    Lazer TechnologiesTop use case: Validation and prototyping that takes months before a real user sees it
    8solutions
  7. 7
    Bolt GroupTop use case: Staff or capacity scheduled without visibility into volume
    6solutions
  8. 8
    North GroupTop use case: AI tools in place but unconfigured for the work
    6solutions

Share of new solutions, by quarter

QuarterGPTClaudeGeminiOtherOpen-weightSolutions
2026 Q261%40%12%7%1%92
2026 Q343%44%12%9%5%104
2026 Q425%75%17%21%8%24

Of the solutions that say what they run on, the share naming each family. By when it went live where the builder told us, otherwise when it was added here. A solution naming two families counts in both, so a row can add up to more than 100%.

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