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AlphaSense Financial Data: Unifying Numbers and Narrative in One Platform

By Corey Hammill, SVP, Financial DataOctober 8, 2025
introducing financial data

The Hidden Cost of Fragmented Research

The average financial analyst spends hours of their day toggling between data terminals, research platforms, and Excel models just to answer basic questions. A simple comp analysis requires pulling financials and KPIs from a variety of sources, then hunting through transcripts and reports for the qualitative context that makes those numbers meaningful.

This constant context-switching doesn't just waste time; it fragments thinking, introduces errors, and leaves critical insights buried across disconnected tools.

The Future of Research Is Here

With the launch of AlphaSense Financial Data, we're pioneering a new era of research. By integrating standardized financials, key performance metrics, and valuation data with purpose-built functionality, we enable professionals to conduct critical research workflows, from deal sourcing to strategy validation, more efficiently than ever.

Integrated with domain-specific AI, the platform connects clean quantitative data with qualitative market intelligence, delivering cited, contextualized answers in one trusted place.

With our intuitive interface, users can now bring structured, auditable financial data into Generative Search and Deep Research using natural language queries for deeper, more complete insights.

Private Equity Associate

No more cobbling together insights — this is my one-stop shop.

What Financial Data Includes

AlphaSense now returns more complete answers in Generative Search by blending structured financials, company KPIs, transaction data, and more with our premium qualitative content (such as filings, broker research, company transcripts, and expert calls).

Financial Data

  • Historical Financials & Estimates: Standardized statements and consensus data across 17,000+ public companies
  • Sector-Specific KPIs: Detailed operating metrics sourced from institutional-grade Canalyst models
  • Transaction Intelligence: Nearly 1M M&A deals and 680K private funding rounds, enriched with AI-generated deal rationale and strategic context
  • Dynamic Peer Sets: 125+ pre-built industry comparables with sector-specific metrics

Integration & Workflow Tools

  • Generative Search Integration: Surface insights across structured data and qualitative content with full source citations, producing more complete research capabilities.
  • Natural Language Screener: Use simple prompts to discover equities, funding rounds, and M&A transactions.
  • Excel Add-In: Excel tool with clear custom formulas, analysis templates, and pre-built Industry Comps to quickly get you up and running.
  • Canalyst Model Access: 4,000+ ready-to-use models with detailed financials, operating metrics, and segment breakdowns.
  • Purpose-built workflows: Built by industry insiders for specific research workflows like company and deal screening, comp tables, and due diligence.
  • Domain-Specific AI: Unlike generic AI tools, our financial AI understands sector dynamics, valuation methodologies, and market context.

This comprehensive foundation is just our starting point. We're continuously expanding our datasets and capabilities to power more of your daily workflow.

See How AlphaSense Unifies Numbers + Narrative

Smarter Workflows with Financial Data

Here’s how Financial Data transforms common workflows across finance and corporate strategy:

Unified Numbers and Narrative Analysis

AlphaSense unifies quantitative data with qualitative context. Combine financial data with filings, broker research, transcripts, and expert calls, all within one platform.

Screening Companies, Deals & Transactions

Ask a natural-language question like:

“What are the 10 largest SaaS M&A deals in the past five years?”

AlphaSense instantly returns a ranked list with deal values, multiples, participants, and a rationale-rich summary — each with clickable citations.

Comparables at Scale

Instead of manually assembling peer sets, start with Industry Comps or the Equity Screener. Compare revenue growth, margins, and hard-to-find sector KPIs across custom peer sets in minutes, not hours.

Private Equity Associate

Building comps used to be 60% data gathering. Now it’s minutes, not hours.

Monitoring Complex KPIs

Track hard-to-find metrics — like SaaS net retention, biotech trial success rates, or retail same-store sales — without digging through filings.

KPIs flow directly from Canalyst models, with definitions and audit trails included.

Model Refresh & Maintenance

With the Excel Add-In and Canalyst Models, you can refresh an entire model or board-deck tear sheet instantly.

Strategy Leader

With competitors, it can be painful — numbers get hard-coded. With AlphaSense, everything just works.

Why Leading Firms Choose AlphaSense

  • Quantitative and Qualitative Insights in One Place: Access the numbers and the story behind them in one platform for faster, smarter, more complete decisions.
  • Smarter, Faster Workflows: Intuitive design that cuts hours of manual work so you can focus on strategy and analysis.
  • Detailed, Segmented KPI Data: Go beyond headline metrics with detailed breakdowns and industry-specific KPIs to benchmark with precision.
  • Data Accuracy You Can Trust: Make decisions with confidence, backed by clean, transparent, and auditable data.
  • Domain-Specific AI: Finance-trained AI that delivers cited, contextualized, decision-ready insights.

Who Financial Data Is Built For

Financial Services Professionals

For hedge funds, asset managers, investment banks, and private equity firms, AlphaSense Financial Data accelerates deal sourcing, sector analysis, valuation modeling, and investment decisions. Unlike fragmented terminals or generic AI tools, AlphaSense unifies clean, quantitative data with qualitative insights, delivering cited, contextualized answers you can trust.

Corporate & Consulting Professionals

For corporate strategy, corporate development, and consulting teams, AlphaSense provides the complete picture of companies, industries, and transactions in one trusted workflow. No more juggling spreadsheets, data vendors, and consumer AI tools. AlphaSense combines clean, financials alongside qualitative insights with domain-specific AI to deliver faster, higher-confidence strategy and diligence outputs in a single platform.

Transform Your Research Today

With AlphaSense Financial Data, you can source deals faster, streamline comp analysis, and validate strategies with confidence, leveraging both numbers and narrative from a single, unified platform.

Financial Data is launching in limited early access.

See AlphaSense Financial Data in Action

About the Author
  • Corey Hammill, SVP, Financial Data

    Corey Hammill leads Financial Data at AlphaSense, driving the company’s strategy and execution to deliver trusted insights to its global and diverse client base. He brings nearly three decades of financial experience working closely with analysts and business leaders to solve complex challenges. As one of the first paying users of financial modeling firm Canalyst (acquired by AlphaSense), he saw first-hand how the technology is accelerating speed to insight. At AlphaSense, Corey is leading the charge in expanding its financial data capabilities and developing products that make market intelligence more accessible and actionable.

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