>_ alternatives to Quilt Labs
38 research tools that do a similar job to Quilt Labs, with the facts side-by-side.
See full data, pricing and features on the Quilt Labs profile page.
the tool you're replacing
Quilt Labs— Factual generative-AI research over filings, newswires, and presentations — KPI detector + autonomous due-diligence agents with citations.
quilt labs provides generative-ai research tooling grounded in source citations, combining a kpi detector with autonomous due-diligence agents. users orchestrate prompts at scale across filings, newswires, presentations, and internal/third-party data to perform qualitative analysis on public and private investments.
| tool | best for | pricing | who uses it |
|---|---|---|---|
| Quilt Labs (this tool) | institutional investors and broker research teams conducting thematic risk assessment, due diligence, and commentary analysis across public equities, credit, and private investments. | CALL | Hedge Fund, Mutual Fund, Investment Bank, Family Office, RIA |
| DFIN Pro | fundamental investors who want to track more names and follow earnings without assembling filings from scratch. | FREE-$$ | Retail |
| StockInsights AI | value investors and investment professionals conducting recurring research on public companies and portfolio monitoring. | FREE-$ | Retail, RIA, Family Office, Hedge Fund, Mutual Fund |
| Hudson Labs | institutional investors (asset managers, hedge funds, law firms) conducting equity research and fraud risk assessment on us public companies | $$$ | Hedge Fund, Mutual Fund, Investment Bank, Private Equity, Family Office, RIA |
| AlphaWatch AI | private equity, growth equity, hedge funds, venture capital, and corporate teams running primary research and diligence. | CALL | Hedge Fund, Private Equity, Venture Capital |
| Rogo | bankers and investors at institutions looking to automate research, deal prep, and material creation workflows using ai agents integrated with their existing data platforms. | CALL | Investment Bank, Private Equity, Hedge Fund, Mutual Fund, Family Office, RIA |
| Finpilot | investment teams at endowments, foundations, family offices, ocios, and rias performing manager research and portfolio monitoring. | CALL | RIA, Family Office, Mutual Fund, Hedge Fund |
| Fira Research | financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms. | FREE-CALL | RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund |
| VouchAPI | hedge funds, pe firms, and fund ccos validating ai-generated diligence and investment memos. | $$-CALL | Hedge Fund, Private Equity |
| AlphaSense | institutional investment firms (hedge funds, private equity, asset management, venture capital, investment banks) and corporate strategy/consulting teams needing unified workflows across external market intelligence and internal knowledge. | CALL | Hedge Fund, Private Equity, Mutual Fund, Venture Capital, Investment Bank |
| ValuWiki | retail investors seeking institutional-grade equity research with primary-source citations for every claim. | FREE-$$$ | Retail |
| SEC Insights | analyzing and comparing complex sec filings with multi-document support and transparent sourcing | FREE-CALL | Retail, Hedge Fund, Mutual Fund, RIA, Investment Bank |
| Fiscal AI | investors needing natural-language access to s&p-grade company financials and segment data | FREE-$$ | Retail, RIA, Private Equity, Venture Capital, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| AllMind AI | institutional buy-side and sell-side research teams across public equities, fixed income, private equity, venture capital, and wealth management | CALL | Hedge Fund, Mutual Fund, Private Equity, Venture Capital, RIA, Family Office |
| Bipsync | institutional investment teams at asset managers, asset owners, consultants, advisors, and family offices managing research workflows and preserving investment context. | CALL | Family Office, Hedge Fund, Mutual Fund |
| Canary Data | institutional investors — site states customers include 'largest and most well-respected investment firms, law firms, allocators and corporations' representing 'many trillions in aum'. | CALL | Hedge Fund, Mutual Fund, Private Equity |
| Capnote | investors, traders, brokers, and wealth managers seeking to automate research and reporting workflows. | $-$$ | Retail, RIA |
| captide | long/short hedge funds and investment banks performing equity research on public companies | CALL | Hedge Fund, Investment Bank |
| Chartloom | individual investors researching us stocks | FREE-$ | Retail |
| LinqAlpha | investment researchers at hedge funds, asset managers, and investment banks conducting fundamental analysis, company screening, and market signal monitoring across global equities. | CALL | Hedge Fund, Mutual Fund, Investment Bank, Family Office, RIA |
| Marvin Labs | equity analysts conducting earnings research and financial text analysis | FREE-$$$ | Hedge Fund, Mutual Fund, RIA, Family Office |
| Matterfact | institutional investors seeking automated synthesis of filings, transcripts, expert calls, and alt-data into cited research. | CALL | Hedge Fund, Mutual Fund, Family Office, RIA |
| Midas | built for analysts and investors | FREE-$$$ | Retail, RIA, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| Pinegap | equity analysts and institutional investors conducting research workflow automation | CALL | RIA, Family Office, Hedge Fund, Mutual Fund |
| Quantera | management consultants, investment banking teams, private equity analysts, and asset managers seeking faster due diligence and earnings analysis | CALL | Investment Bank, Private Equity, Hedge Fund, Mutual Fund |
| Quill AI | analysts building and maintaining equity models from sec filings and earnings data | $$$ | Hedge Fund, RIA, Mutual Fund, Family Office |
| StockPrompt | retail traders and investors analyzing indian equities and options listed on nse and bse | FREE | Retail |
| Hebbia | institutional investors, bankers, advisors, asset managers, and fortune 500 companies performing high-stakes decisions and diligence. | CALL | Hedge Fund, Mutual Fund, Private Equity, Investment Bank, RIA, Family Office |
| Zacks Insight | investors seeking conversational access to Zacks research database for stock screening and idea generation | FREE-$$$ | Retail |
| Avantis AI | professionals in investment management, accounting firms, law firms, consulting, and public companies conducting disclosure research, competitive analysis, and due diligence | CALL | RIA, Hedge Fund, Mutual Fund, Investment Bank, Family Office |
| 6ix | investors researching public companies through consolidated news, filings, and ai analysis | $? | Retail |
| Curation | retail investors seeking structured research and ideas distilled from a collective of institutional investors. | FREE | Retail |
| You.com Finance Research API | developers building financial workflows requiring multi-source reconciliation and cited structured intelligence — earnings research agents, pre-deal diligence tools, competitive intelligence workflows, financial q&a copilots. | $-$$ | Hedge Fund, Mutual Fund |
| StockAInsights | investors conducting fundamental research and due diligence on U.S. equities using SEC filing data | FREE-$$ | Retail |
| Rest n Vest | translates SEC filings into plain-language investment insights | FREE-$ | — |
| Exent | translates institutional-grade research into accessible insights for retail | FREE | — |
| Investi | AI analyst that shows reasoning steps and sources data in real-time | FREE | — |
| Valye | Valye Score rates information clarity & completeness, not investment merit | FREE-$ | — |
| DeepFundamental | every number clickable to trace back to exact location in original SEC filing | FREE-$$ | — |
- DFIN Pro— Research dashboard for fundamental investors — verifiable answers and company-history workflows from primary sources only.
- StockInsights AI— AI equity-research assistant for value investors — search, summarize, and tag filings, transcripts, and 8-Ks across US and India.
- Hudson Labs— Co-Analyst AI for institutional equity research — KPI time-series extraction, forensic risk signals, and earnings analysis on 5,500+ US equities and ADRs.
- AlphaWatch AI— Predictive research and due-diligence AI for hedge funds and PE — multi-source synthesis (up to 100 sources/query) over filings, news, and private data.
- Rogo— Finance-native AI for investment banks, PE, and hedge funds — searches/analyzes filings, transcripts, and decks; generates pitchbooks and meeting prep.
- Finpilot— AI copilot for analysts, RIAs, and allocators — chat with citations, document extraction, comparison Matrix, and autonomous report agents.
- Fira Research— AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
- VouchAPI— VouchAPI turns SEC filings, CIM data rooms, market intelligence, and agent reasoning into certified investment research — with source-level evidence, method gates, and cryptographic audit trails.EquitiesData & APIs$$-CALL· Generate institutional-grade research with deterministic verification. Every claim vouched, every source traced.
- AlphaSense— AI search across SEC filings, earnings transcripts, broker research, and expert calls — the umbrella platform that now includes Tegus expert calls, Canalyst models, and Sentieo.
- ValuWiki— Institutional-grade fundamental analysis for any public company — decisive bull/bear cases with every claim cited to a primary source.
- SEC Insights— Analyzes SEC filings such as 10-Ks and 10-Qs with natural language queries and provides paragraph-level citations across multiple documents.
- Fiscal AI— Conversational AI research over institutional-grade financials for 100k+ global companies, powered by S&P Market Intelligence.
- 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
- Bipsync— Centralizes investment research from emails, documents, and third-party providers into a structured workspace with AI-assisted tagging and collective intelligence tools for institutional teams.Multi-assetResearchCALL· automatic ingestion of research from emails, documents, and third-party sources
- Canary Data— Provides AI-based investment research platform with proprietary data covering accounting analysis, fraud detection, executive backgrounds, business fundamentals, and earnings calls for institutional investors.
- Capnote— Automates portfolio monitoring, company research reports, value chain analysis, and risk alerts for investors and financial professionals.Multi-assetPortfolio Tracking$-$$· one-click AI-generated financial memos that turn weeks of manual work into minutes
- captide— Agentic AI systems grounded on public companies' disclosures that power leading long/short hedge funds and investment banks
- LinqAlpha— Multi-agent AI platform for institutional equity research — Primer, Stock Catalyst, Devil's Advocate, and a Fusion copilot for hedge funds.
- Marvin Labs— AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
- Matterfact— AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
- 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.
- Pinegap— AI-powered equity research platform built for institutional investors, RIAs, and single-family offices — automates models, dashboards, and reports.
- Quantera— AI-powered tool for equity professionals, analysts and asset managers. Drive insights from securities or bring your own data, all in one platform.
- Quill AI— AI copilot for SEC filings, earnings calls, and PDFs — query in natural language with sentence-level citations.
- StockPrompt— Provides AI-powered conversational analysis of Indian stocks, options, and market trends using NSE and BSE data.
- Hebbia— Provides an AI platform for financial institutions to analyze unlimited documents, automate workflows, and extract insights from earnings calls, filings, and proprietary data sources.
- Zacks Insight— Provides conversational AI investment research assistant that answers stock questions and screens for buy/sell opportunities using decades of independent research data.
- Avantis AI— Provides searchable access to SEC and SEDAR+ filings, insider transactions, audit fees, stock data, earnings calls, and news with AI-driven analysis and real-time alerts for North American public companies dating back to 1997.
- 6ix— Provides AI-powered stock analysis, company news, filings, financials, forecasts, and investor events for public companies.
- Curation— Synthesizes investment insights from a professional investor network into AI-powered research reports covering bull/bear cases, catalysts, and risks for individual stocks.
- You.com Finance Research API— Provides cited, multi-step financial research API delivering structured intelligence from filings, macro data sources, and licensed S&P Global data with inline citations and source reconciliationMulti-assetData & APIs$-$$· agentic multi-step research with source-reconciled output and inline citations
- StockAInsights— Extracts financial data and metrics from SEC filings using multi-strategy AI trained on industry-specific patterns, delivering 12+ years of standardized statements, ratios, and AI-generated investment narratives.
- Rest n Vest— Generates investment thesis, financial health analysis, competitive landscape, and timing signals from SEC filings for individual stocks.
- Exent— Provides institutional-grade equity research and analysis for self-directed individual investors through AI-powered tools
- Investi— Provides a workspace combining live company data, AI-assisted research, and note organization for equity investors.
- Valye— Generates AI-powered research summaries and visibility scores from SEC filings, earnings transcripts, and public company documents.
- DeepFundamental— Presents SEC filing data with source tracing for each number, custom metric builder, Sankey visualizations of financial statements, and DCF simulator for US equities.