Trefis
Trefis is a privately held fintech that transforms Excel-based financial models into interactive web-based what-if scenario analyses for investment research, corporate planning, and content licensing. It serves enterprise clients including top global banks, Fortune 500 firms, consulting companies, and brokerages through direct sales and distribution partnerships with Thomson Reuters and Forbes.
- Company typePrivate
- Founded2012
- HeadquartersBoston, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Trefis does
Trefis (legally Insight Guru Inc.) is a privately held financial technology company that provides interactive stock analysis and visualization software to enterprise and institutional clients. Its core product, the Trefis Interactive Experience, automatically converts static Excel-based financial models into browser-based, interactive what-if scenario analyses, enabling users to manipulate underlying assumptions and observe real-time impacts on valuation outcomes. The company maintains deep analytical models covering hundreds of large-cap stocks and serves customers across investment banking, Fortune 500 corporate finance, consulting, private equity, and online brokerage channels.
The company monetizes through three revenue streams: enterprise software licenses and multi-year subscriptions (covering institutional research, planning and forecasting, value selling, and M&A use cases); content licensing to third-party platforms such as Thomson Reuters, Forbes, and online brokerages; and professional services for model transformation and custom analysis. Its go-to-market is sales-led with a direct enterprise field sales motion, supplemented by a B2B2C distribution model that reaches millions of end users through flagship financial media partnerships.
Trefis also operates consumer-facing investment strategy products, including the High Quality Portfolio (a 30-stock strategy launched September 2020) and the Multi-Strategy Portfolio, with reported outperformance versus the S&P 500 and sector benchmarks since 2016. The company is headquartered in Boston with offices in New York, New Delhi, and Hong Kong, and has raised approximately $3.5M total in disclosed funding across rounds from 2008-2012, with founders originating from MIT, investment banking, and McKinsey.
Trefis firmographics
Firmographics- Name
- Trefis
- Legal name
- Insight Guru Inc.
- Website
- https://trefis.com
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Trefis is a privately held fintech that transforms Excel-based financial models into interactive web-based what-if scenario analyses for investment research, corporate planning, and content licensing. It serves enterprise clients including top global banks, Fortune 500 firms, consulting companies, and brokerages through direct sales and distribution partnerships with Thomson Reuters and Forbes.
- Ownership category
- akta.pro rank
Trefis industry classification
Industry- Product category
- Financial Analysis & Visualization Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372), Finance Services (6199), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Digital/Robo Financial Planning (FSAEAAAK)
- akta.pro secondary industry
- Automated Rebalancing, Tax-Loss Harvesting & Tax-Optimized Investing Tools (FSAGAEAE)
Keywords
Where Trefis is headquartered
LocationHeadquarters
- HQ city
- Boston
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Trefis business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Licenses and Subscriptions: Trefis offers software solutions to enterprises through licensing arrangements. The company provides platforms for institutional research, investor relations, planning and forecasting, value selling, mergers and acquisitions, and institutional investor use cases.
- Content Licensing: Trefis licenses their financial research and analysis content to third-party platforms including Thomson Reuters, leading online brokerage platforms, and Forbes. They cover hundreds of large-cap stocks with content trusted by millions of investors globally.
- Enterprise Consulting Analytics: Professional services including transforming customer financial models for pilots/trials, conducting sophisticated financial and data analysis, and coordinating third-party data analysis on customer projects.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise Solutions - Custom pricing based on organizational needs |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels5 records
Trefis product offering
Product offeringCore offering
Trefis provides a financial analysis and visualization platform that automatically transforms complex, static Excel-based financial models into easy-to-use, interactive online visual experiences. The platform enables users to develop unlimited what-if scenarios, assess risk and reward of decisions in real-time, and engage stakeholders in discussions on the assumptions that matter most. It serves enterprises through software subscriptions and licenses its analytical content to third-party platforms such as Thomson Reuters and Forbes.
Product overview
Trefis offers a unified financial analysis and visualization platform centered on its Trefis Interactive Experience technology, which transforms Excel-based financial models into interactive online visualizations. The core platform enables 'what-if' scenario analysis for investment decisions. The company provides distinct investment strategy products including the High Quality Portfolio (30-stock curated strategy) and Multi-Strategy Portfolio (all-weather combined approach). Trefis also offers industry-specific solution modules including Institutional Research, Planning and Forecasting, Value Selling, Mergers and Acquisitions, and Content Licensing, all powered by the same interactive visualization technology. The platform covers hundreds of large-cap stocks and is supplemented by Understandable AI features for transparent investment insights.
Differentiator
Problem solved
Functional benefit
Products and services
- Trefis Interactive Experience Core visualization technology that transforms complex static Excel-based financial models into interactive online experiences, enabling users to develop 'what-if' scenarios, assess risk and reward, and engage stakeholders in real-time decision-making discussions.
- Institutional Research Solution Research and analysis solution for institutional investors covering hundreds of large-cap stocks with deep analytical models and interactive visualizations.
- Planning and Forecasting Solution Enables executives and teams to collaboratively develop 'what-if' scenarios and assess risk and reward of decisions through interactive financial modeling.
- Value Selling Solution Interactive visualization tools for sales teams to demonstrate ROI scenarios and engage clients with data-driven value propositions.
- Mergers and Acquisitions Solution Scenario-based analysis tools for M&A decision-making, enabling evaluation of acquisition targets and integration scenarios.
- Content Licensing Licensing of Trefis interactive financial models and visualizations to third-party platforms and content providers.
- High Quality Portfolio A curated portfolio of 30 stocks selected based on strong long-term growth prospects, consistent revenue growth, high cash flow yields, and reasonable valuation relative to financials. Designed to outperform S&P 500 benchmarks.
- Multi-Strategy Portfolio An all-weather investment portfolio combining separate complementary Trefis portfolio strategies, expected to outperform the market more consistently than any single strategy.
Quantifiable outcome
- High Quality Portfolio with 175% return since 2016 vs 50% for SPY, and 11% annualized return with 1.9% alpha vs sector benchmark XLV (healthcare)
- +1 more outcomes
Companies that use Trefis
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles4 records
Trefis technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature3 records
Trefis partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core and flagship.
- Empirical Asset ManagementcoreCollaboration with Empirical Asset Management, a Boston-based wealth management firm, to develop the High Quality Portfolio strategy. Trefis's portfolio methodology is integrated into Empirical's asset allocation strategies. The partnership developed a stock selection approach based on valuation metrics (P/E and P/EBIT ratios), revenue growth, and cash flow margins.
- Thomson ReutersflagshipContent licensing partnership with Thomson Reuters for distribution of Trefis financial analysis and interactive models through their financial data and research platform, reaching institutional clients globally.
- ForbesflagshipContent partnership with Forbes for publishing financial analysis and investment methodology content. Trefis is featured as a trusted source for financial data and analysis methodology.
Scale indicators5 records
Recent moves8 records
Expansion highlights5 records
Trefis competitors and assessment
Company assessmentDirect peers
- AlphaSense: AI-powered market intelligence platform for institutional research and corporate strategy teams. Directly competes with Trefis for enterprise research and decision-support budgets, offering searchable transcripts, filings, and broker research with AI-driven synthesis.
- Tegus: Institutional research platform offering expert-call transcripts and primary-source financial research used by buy-side investors. Comparable to Trefis's institutional research solution in serving investment analysts and asset managers building company-level models and theses.
- Visible Alpha: Independent financial data and analytics provider offering detailed company-level models, KPIs, and consensus data to institutional investors. Closely comparable to Trefis's data-intensive, model-driven institutional research product.
- YCharts: Investment research and analytics platform serving RIAs, financial advisors, and individual investors with screening, charting, and portfolio tools. Comparable to Trefis on the retail/investor-facing stock-analysis and portfolio-construction axis.
- Sentieo: Financial research and data platform (now part of AlphaSense) combining document search, analytics, and collaborative tools for investment professionals. Overlaps with Trefis's institutional research workflow and visualization layer.
Broad incumbents
- FactSet: Enterprise financial data, analytics, and workflow platform serving the same institutional buy-side and sell-side clients as Trefis. A much larger incumbent offering integrated data, analytics, and portfolio tools that can substitute for Trefis at large banks.
- S&P Capital IQ Pro: S&P Global's institutional research, data, and analytics platform serving investment professionals. Comparable customer base (investment banks, asset managers, corporates) and overlapping equity-research and modeling workflows.
- Bloomberg Terminal: The dominant financial data and analytics terminal used by investment banks, asset managers, and corporates globally. A deep incumbent whose analytics and modeling capabilities can substitute for Trefis at large enterprise customers.
Emerging players
- Mosaic (now part of S&P Global) / Visible Alpha-consensus comparables: Emerging analytics providers focused on consensus modeling and KPI tracking for institutional investors. Adjacent to Trefis's model-driven research offering and competing for the same budgeting lines.
Others
- Tableau: General-purpose BI and data visualization platform increasingly used by finance teams to build interactive financial models and dashboards. Not a direct competitor for Trefis's vertical stock analysis, but an alternative stack for enterprise customers evaluating interactive visualization tools.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Trefis social profiles
Digital presenceTrefis financial estimates
Financial estimateRevenue estimate
Valuation estimate
Trefis leadership team
Management profileNumber of profiles
Profiles3 records
Trefis funding detail
Funding detailFunding overview
Funding rounds3 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Trefis M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Trefis
What does Trefis do?
Trefis provides a financial analysis and visualization platform that automatically transforms complex, static Excel-based financial models into easy-to-use, interactive online visual experiences. The platform enables users to develop unlimited what-if scenarios, assess risk and reward of decisions in real-time, and engage stakeholders in discussions on the assumptions that matter most. It serves enterprises through software subscriptions and licenses its analytical content to third-party platforms such as Thomson Reuters and Forbes.
Is Trefis a public or private company?
Trefis is a private company. It is classified as venture growth investor backed and is currently operating.
When was Trefis founded?
Trefis was founded in 2012. It employs 11 to 50 people.
Where is Trefis based?
Trefis is headquartered in Boston, United States, in the North America region.
How does Trefis make money?
Three revenue lines are on record. Software Licenses and Subscriptions are the primary driver. The others are content Licensing and enterprise Consulting Analytics.
Who are Trefis's main competitors?
Direct peers on record are AlphaSense, Tegus, Visible Alpha, YCharts and Sentieo. Broad incumbents are FactSet, S&P Capital IQ Pro and Bloomberg Terminal. Mosaic (now part of S&P Global) / Visible Alpha-consensus comparables is listed as an emerging player. Tableau is listed as an others.
Does Trefis have an API?
No public API is recorded for Trefis.
What industry is Trefis in?
Trefis's product category is Financial Analysis & Visualization Software. Its primary akta.pro industry code is FSAEAAAK, Digital/Robo Financial Planning, with a secondary code of FSAGAEAE, Automated Rebalancing, Tax-Loss Harvesting & Tax-Optimized Investing Tools. Its NAICS code is 5132 and its SIC code is 7372.