>_ alternatives to Matterfact
20 ai agents tools that do a similar job to Matterfact, with the facts side-by-side.
the tool you're replacing
Matterfact— AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
- Equilyse— AI-powered research workspace for equity analysts — rapid analysis of earnings calls, reports, and filings with portfolio tracking.
- Marvin Labs— AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
- Fira Research— AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
- Rogo— Finance-native AI for investment banks, PE, and hedge funds — searches/analyzes filings, transcripts, and decks; generates pitchbooks and meeting prep.
- StockInsights AI— AI equity-research assistant for value investors — search, summarize, and tag filings, transcripts, and 8-Ks across US and India.
- Finpilot— AI copilot for analysts, RIAs, and allocators — chat with citations, document extraction, comparison Matrix, and autonomous report agents.
- Hudson Labs— Co-Analyst AI for institutional equity research — KPI time-series extraction, forensic risk signals, and earnings analysis on 5,500+ US equities and ADRs.
- AlphaWatch AI— Predictive research and due-diligence AI for hedge funds and PE — multi-source synthesis (up to 100 sources/query) over filings, news, and private data.
- Quilt Labs— Factual generative-AI research over filings, newswires, and presentations — KPI detector + autonomous due-diligence agents with citations.
- LinqAlpha— Multi-agent AI platform for institutional equity research — Primer, Stock Catalyst, Devil's Advocate, and a Fusion copilot for hedge funds.
- AllMind AI— Aggregates broker research, filings, transcripts, news, and internal documents into a unified platform with AI-powered search, analysis grids, and automated report generation for institutional investorsMulti-assetResearchCALL· analyzes thousands of documents simultaneously with cited institutional-grade sources
- aftermarkets— Provides stock screening, real-time corporate filing summaries, conviction scoring, FII/DII flow tracking, and AI research workflows for Indian equity markets.
- EarningsCall.ai— Save hours reading earnings call transcripts. Get instant AI-powered summaries, ask deep questions about earnings, analyze trends, and stay ahead of market shifts.
- Finsee— AI reviews of public companies: plain English summaries; bull and bear cases to get both sides of the story; explanation of main themes, drivers, and concerns for the quarter; KPIs and guidance analysis; charts to visualize the main points.
- fundamentaly— Know how any stock reacts to earnings. Historical returns, EPS patterns, and price reactions for 1,200+ companies.
- Know Trend— Automatically surfaces trends across years of earnings calls for companies & sectors; super-charged semantic search to find themes and innovative LLM integrations for rapid idea generation
- Midas— AI research platform for equity analysts and PMs — screening, custom dashboards, real-time alerts, and trend tracking across filings, calls, and decks with source-linked insights.
- WithAI— Provides AI agent infrastructure for asset managers to automate research across securities and integrate proprietary processes with frontier modelsMulti-assetAI AgentsCALL· frontier AI agents running on client's own cloud with firm-specific ontology