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41of 100 · 2026 Edition

Model ML

Finance agents that automate investment-banking document work such as pitch decks and diligence reports.

Investment ResearchAlso: Capital Markets & Trading

Overview

Model ML builds agents on frontier reasoning models that produce bank-ready pitch books, comps and diligence materials inside bankers' tools; it acquired filings-API company Captide in 2026.

What the agents do

Agents produce IB deliverables end to end for banker review.

Why it matters

Rogo competitor with UK roots and large Series A.

Investment Research in the Top 100

All 9 in Investment Research →
  1. 1RogoAI analyst agents that produce investment-banking and investor work product inside Excel, PowerPoint and firm data.New York, NY · Series D+
  2. 18Samaya AIExpert research agents for investment banks and asset managers built on firm knowledge and licensed data.United States · Strategic
  3. 19HebbiaAI platform (Matrix) that runs multi-step document analysis for asset managers, banks and law firms.New York, NY · Series B
  4. 40LinqAlphaMulti-agent investment-research platform for hedge funds, asset managers and banks.New York, NY / Seoul · Series A
  5. 41Model MLFinance agents that automate investment-banking document work such as pitch decks and diligence reports.London / New York · Series A
  6. 43Finster AIAI-native research and deliverable workflows for investment banks, built with FactSet and backed by UBS.London, UK · Series B
  7. 76AuquanAI agents for institutional finance: deal screening, IC memos, risk monitoring, KYC and LP reporting.London, UK · Seed
  8. 78PinegapAgentic equity-research platform that deploys custom analyst agents for buy-side firms.New York, NY · Series A
  9. 91FarsightAI agents that produce finished banking deliverables (valuation models, buyer lists, decks, CIMs) inside Excel and PowerPoint.New York, NY · Series A

Selection and ranking are independent of commercial relationships with AI InterConnect.