Top AI builders for Reporting & Data in Financial Services
Builders never pay to be listed, and order never depends on fees. What counts
On this page: Rankings · New this month · By model
Rankings
Top builders
- 1QuantFiTop use case: Reporting assembled by hand from multiple systems2solutions · 1 complete
- 2ScendTop use case: Research or analysis produced by hand that could be systematized2solutions
- 3ModernEdge AITop use case: Research or analysis produced by hand that could be systematized1solution · 1 complete
- 4Token Capital GroupTop use case: Research or analysis produced by hand that could be systematized1solution · 1 complete
- 5Paradox MachinesTop use case: Acquired or multi-entity units that report separately1solution · 1 complete
- 6Searcher OSTop use case: Research or analysis produced by hand that could be systematized1solution
- 7Portfolio Leverage CompanyTop use case: Research or analysis produced by hand that could be systematized1solution
- 8TopsailTop use case: A system only a few people can query1solution
- 9TensileTop use case: A system only a few people can query1solution
- 10OmnificityTop use case: A data foundation that has to exist before anything else can1solution
- 11SwitchboardTop use case: A data foundation that has to exist before anything else can1solution
- 12Lazer TechnologiesTop use case: Unstructured documents hold answers nobody can search1solution
- 13DealSageTop use case: Acquired or multi-entity units that report separately1solution
- 14Alongside AITop use case: Unstructured documents hold answers nobody can search1solution
- 15Eventus Advisory GroupTop use case: Demand forecast from spreadsheets and instinct1solution
- 16EveryTop use case: Unstructured documents hold answers nobody can search1solution
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.
Buyers' picks
- 1How Infinity Constellation Saved $100K a Year on ReportingParadox Machines
- 2How a VC Firm Lifted Deal Screening Throughput 6xModernEdge AI
- 3How One Independent Sponsor Ran 93 Deals With Zero AnalystsToken Capital Group
- 4
- 5
- 6How a Mid-Market CFO Halved Board Reporting TimeEventus Advisory Group
- 7A Top Venture Firm Cut Knowledge Retrieval to SecondsLazer Technologies
- 8
- 9How Two Startup Funds Cut Deal Diligence to Under 4 HoursPortfolio Leverage Company
- 10
Likes from buyers count first. Until more solutions have likes, the rest of the list is the receipts that tell a buyer the most: outcomes, a number, a time and a cost.
New this month
By model
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
- 1ModernEdge AITop use case: Repeat customer questions that eat support capacity15solutions
- 2CorralDataTop use case: Marketing spend optimized on the wrong signal10solutions
- 3ElizaTop use case: Engineering throughput capped by hands-on-keyboard hours9solutions
- 4OdeTop use case: Intake documents retyped into a system9solutions
- 5PressWTop use case: Policies exist but nobody can find them mid-task9solutions
- 6Lazer TechnologiesTop use case: Validation and prototyping that takes months before a real user sees it8solutions
- 7Bolt GroupTop use case: Staff or capacity scheduled without visibility into volume6solutions
- 8North GroupTop use case: AI tools in place but unconfigured for the work6solutions
What it's used for
- 116solutions
- 215solutions
- 312solutions
- 411solutions
- 510solutions
- 610solutions
Share of new solutions, by quarter
| Quarter | GPT | Claude | Gemini | Other | Open-weight | Solutions |
|---|---|---|---|---|---|---|
| 2026 Q2 | 61% | 40% | 12% | 7% | 1% | 92 |
| 2026 Q3 | 43% | 44% | 12% | 9% | 5% | 104 |
| 2026 Q4 | 25% | 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%.