AlphaSense / Tegus
AlphaSense is an AI-powered market intelligence platform that entered the expert network space through its $930 million acquisition of Tegus in 2024. The combined platform integrates 500M+ premium business documents, the Tegus Expert Transcript Library (240K+ transcripts), live expert calls, AI Interviewer-led Channel Checks, and structured financial data via Canalyst. With over 6,500 enterprise customers and $500M+ in ARR as of late 2025, AlphaSense is the largest player by revenue in the expert intelligence category, though its expert network is still being integrated post-acquisition.
Services
Best For
When Not Ideal
Key Strengths
- ✓ Largest integrated content library in the category (500M+ documents + 240K+ expert transcripts growing 8K+/month)
- ✓ AI Agent Interviewer offers autonomous AI-led expert calls — an early-mover capability not yet widely replicated at this scale
- ✓ Strong revenue trajectory: $200M ARR (Apr 2024) → $400M (Mar 2025) → $500M (Oct 2025)
- ✓ Deep institutional customer base (88% of S&P 100, 80% of top global banks, all 20 largest pharma companies)
- ✓ Unified quantitative and qualitative research in one platform reduces tool fragmentation
- ✓ $4B valuation with $1.4B+ raised from blue-chip investors (Viking, Goldman, CapitalG, SoftBank, J.P. Morgan)
Watch-outs
- ⚠ Expert network capabilities are inherited from Tegus acquisition (July 2024) — integration of Tegus, Sentieo, BamSEC, Canalyst, and Carousel into one platform is complex; post-acquisition layoffs occurred Nov 2024
- ⚠ Claims 1M pre-qualified experts, but this is a marketing figure not independently verified; the expert network is newer than incumbents like GLG (25+ years) or AlphaSights
- ⚠ Emphasis on historical transcripts over tailored live expert conversations — PE firms may find expert insights don't fully align with current needs
- ⚠ Subscription pricing may be expensive for smaller firms or one-off research needs
- ⚠ The platform's breadth (documents + experts + financial data + AI agents) can create a steep learning curve
- ⚠ Channel Checks covers 20+ subsectors — narrower than traditional expert networks that serve any sector on demand
- ⚠ Rapid feature velocity means the product experience changes frequently; some users may find this disorienting
Deep Dive
1 Overview
2 History
AlphaSense was founded in 2011 by Jack Kokko (CEO) and Raj Neervannan (CTO), who met at Wharton. Kokko, originally from Oulu, Finland, conceived the idea while working as an investment banking analyst at Morgan Stanley, frustrated by the manual process of searching through thousands of PDFs. The company launched as an AI-powered search engine for financial research documents and grew through acquisitions (Stream in 2021, Sentieo in 2022) and organic growth, raising over $1.4B across multiple rounds. The transformative moment came in June 2024 with the $930M acquisition of Tegus (which also brought BamSEC and Canalyst), making AlphaSense a combined document intelligence and expert network platform. Notably, AlphaSense had previously sued both Sentieo and Tegus before acquiring them.
3 Services in Detail
Expert Calls
One-on-one consultations with pre-vetted industry experts, inherited from Tegus's expert network infrastructure. Includes compliance training, recording, and transcript delivery. Experts go through onboarding, compliance vetting, and pre-call questionnaires before each call.
Expert Insights (Tegus Transcript Library)
Library of 240,000+ expert call transcripts covering 27,000+ companies, growing at 8,000+ new transcripts per month. Acquired through Tegus. Every transcript undergoes multi-layered compliance review (AI-powered scanning plus human-in-the-loop). Public company transcripts published after 14-day delay; private company transcripts after 90-day delay.
Channel Checks (AI Interviewer)
AI-led expert interviews launched August 19, 2025. AlphaSense's autonomous AI Agent Interviewer conducts live 1:1 interviews with real market participants — distributors, suppliers, retailers — following structured guides with adaptive probing. Covers 350+ tickers across 20+ subsectors in TMT, Energy & Industrials, and Healthcare. Delivers raw transcripts within minutes and compliance-approved transcripts within hours.
Generative Search
Multi-agent research system that reasons across qualitative insights, structured financial data, and internal knowledge to deliver cited, auditable outputs. Built on AlphaSense's proprietary generative AI and the full 500M+ document library.
Deep Research
Launched June 10, 2025. Agentic AI mode within Generative Search that takes 10–30 minutes per query — autonomously plans research steps, searches across the full content library, iterates, and produces comprehensive reports (company primers, M&A screening, competitive landscapes, bull/bear debates). Users can filter by expert transcripts for focused output.
Generative Grid
Structured multi-question analysis tool that lets users compare themes, metrics, and expert views across multiple companies or transcripts in a grid format. Pre-built grids are available for Channel Checks insights.
Financial Data (via Canalyst)
Structured financials via Canalyst (acquired by Tegus, now part of AlphaSense) covering fully drivable models on 4,000+ public companies. Includes screening tools, industry-specific comparables, M&A transactions, funding rounds, valuation metrics, consensus estimates, and company-specific KPIs. Also includes BamSEC for self-serve SEC filing access.
Workflow Agents
Custom AI agents that users can build and deploy to automate recurring research tasks — company profiles, SWOT analysis, competitive landscapes, bull/bear debates, IPO primers. Includes a Slide Agent that creates pitchbook slides in a firm's own templates, plus Excel generation via Carousel Technologies (acquired Oct 2025).
Enterprise Intelligence
Allows organizations to connect shared drives, making internal memos, meeting notes, and slide decks searchable alongside AlphaSense's 500M+ external documents. Enterprise Intelligence deals grew 185% in 2025.
Monitoring & Alerts
Customized dashboards providing a single view of competitors, industry trends, and macro topics. Includes real-time alerts and mobile app access for tracking insights on the go.
4 AI & Platform
AlphaSense's AI capabilities are central to the platform and represent its primary competitive differentiation. The company has moved aggressively into agentic AI workflows, where autonomous agents conduct research, interview experts, and generate deliverables. The AI Agent Interviewer is the most distinctive capability — an autonomous conversational agent that conducts live 1:1 interviews with human experts, following structured guides while adapting dynamically to probe deeper. GenAI query usage increased 33% quarter-over-quarter as of late 2025, with exponential growth in LLM token consumption.
- ◆ Generative Search: multi-agent system reasoning across qualitative, quantitative, and internal data
- ◆ Deep Research: autonomous analyst agent generating investment-grade briefings
- ◆ AI Agent Interviewer: autonomous live expert interviews with adaptive probing
- ◆ Generative Grid: structured multi-question comparative analysis
- ◆ Workflow Agents: user-built custom AI automations for recurring research
- ◆ Smart Synonyms: NLP-powered synonym expansion for comprehensive search coverage
- ◆ Sentiment analysis and entity extraction across 500M+ documents
- ◆ AI-powered compliance scanning of expert transcripts for MNPI risk
5 Compliance
AlphaSense operates a multi-layered compliance framework backed by 75+ dedicated compliance professionals and over $100M in annual investment in expert content. Every expert transcript undergoes AI-powered scanning for potential MNPI risks, followed by human-in-the-loop review. The process is overseen by CCO Brian Moroney (20+ years experience, former Goldman Sachs). Public company transcripts have a 14-day publication delay; private company transcripts have a 90-day delay. For AI-led Channel Checks, the AI Interviewer is tuned to avoid risky or inappropriate topics during live calls, and all transcripts go through the same compliance pipeline before publication.
- ● 75+ dedicated compliance professionals; $100M+ annual investment in expert content
- ● Pre-call compliance training on insider trading required for all experts
- ● Pre-call compliance questionnaire before each engagement
- ● All calls recorded and transcribed with expert consent (serves as natural MNPI deterrent)
- ● AI-powered transcript scanning for MNPI and confidentiality risks
- ● Human-in-the-loop review by dedicated compliance team for every transcript
- ● 14-day publication delay (public companies) / 90-day delay (private companies)
- ● CCO Brian Moroney (20+ years experience, former Goldman Sachs)
- ● Client-facing compliance portal for auditing transcript activities and questionnaires
- ● SOC 2 Type 2 and ISO/IEC 27001 certified
No major public regulatory actions against AlphaSense or its expert network operations were identified. AlphaSights filed a trademark infringement lawsuit against AlphaSense in January 2025 (SDNY), but this is a branding dispute, not a compliance issue. AlphaSense acquired Tegus's compliance infrastructure in the July 2024 acquisition and has integrated it into a unified framework.
6 Client Fit
AlphaSense is best suited for organizations that need both document-level market intelligence and expert-sourced primary research in a single platform. Its strength is in combining quantitative financial data with qualitative expert content and AI-powered synthesis, making it especially powerful for buy-side research workflows. The platform uses subscription-based pricing with annual contracts, positioning it for mid-to-large enterprise budgets.
- → Hedge funds and asset managers doing company and thematic diligence
- → Private equity and venture capital teams across sourcing, diligence, and portfolio monitoring
- → Investment banks and equity research analysts needing multi-source synthesis
- → Corporate strategy and competitive intelligence teams at large enterprises
- → Life sciences and healthcare companies tracking market dynamics
- → Any team needing unified access to expert transcripts, financial data, and document search
7 Notable Facts
- • Founded by Jack Kokko (Finnish, from Oulu) and Raj Neervannan, who met at Wharton Business School
- • Helsinki, Finland is the technology headquarters — the center of core platform development since day one
- • Sued both Sentieo and Tegus before eventually acquiring them
- • Acquired Tegus for $930M in July 2024 (Tegus had been valued at $3B in Nov 2021 — a ~69% haircut)
- • Also acquired Stream (2021, expert transcripts), Sentieo (2022, financial research), and Carousel (Oct 2025, Excel modeling)
- • ARR more than doubled in 18 months: $200M (Apr 2024) to $500M (Oct 2025)
- • Average ARR per customer grew from $28K to $67K in under three years
- • 240,000+ expert transcripts covering 27,000+ companies, growing 8,000+/month
- • Named to Forbes 2025 Cloud 100 (top 25) and CNBC Disruptor 50 (top 10)
- • Enterprise Intelligence deals grew 185% in 2025
- • Opening new global headquarters at Hudson Yards, NYC in early 2026
- • GenAI query usage growing 33% quarter-over-quarter as of late 2025
- • AlphaSights filed trademark infringement lawsuit against AlphaSense in January 2025 (SDNY)
- • Confirmed clients/partners include System1 (published case study with named CFO), Citi (content partner and investor), Goldman Sachs (content partner and lead Series C investor), JPMorgan (confirmed customer)
- • Strategic investors in Series C include Morgan Stanley, Bank of America, Barclays, Wells Fargo, and AllianceBernstein — these are confirmed financial relationships but may reflect investor status rather than product usage
8 Source Notes & Methodology
- ℹ Funding history and valuation from Tracxn, Crunchbase, and AlphaSense press releases via PR Newswire
- ℹ Tegus acquisition details ($930M, Jul 8 2024 completion) from AlphaSense and Tegus press releases via PR Newswire; Tegus $3B prior valuation from Fintech Futures
- ℹ $500M ARR, 6,500+ customers, S&P 100 penetration from AlphaSense press release (Oct 7, 2025)
- ℹ Product capabilities from alpha-sense.com product pages, help center articles, and PR Newswire releases (with specific launch dates: Channel Checks Aug 19 2025, Deep Research Jun 10 2025, Generative Search Nov 2024)
- ℹ Compliance framework from alpha-sense.com/blog/product/expert-insights-compliance/, compliance portal page, and help center articles
- ℹ Employee count (~2,800) from Tracxn and Getlatka (Jan 2026); AlphaSense's own about page references '1,000+' which appears outdated post-Tegus acquisition
- ℹ Pricing ($10K–$20K/seat) from Getlatka; not confirmed on AlphaSense's own website
- ℹ Founding history from Helsinki Fintech Farm interview and The Financial Revolutionist interview with Jack Kokko
- ℹ Expert count '1M pre-qualified experts' from alpha-sense.com/pricing/ — marketing claim, not independently verified; previous '300K+' figure was also unverifiable
- ℹ 240K+ transcripts, 8K/month growth, 27K+ companies from alpha-sense.com/platform/expert-insights/
- ℹ Acquisition history (Stream, Sentieo, lawsuits) from Sacra research and Inex One directory
- ℹ Post-acquisition layoffs (Nov 2024) from Sacra; AlphaSights trademark lawsuit from Sacra and court records
9 Data Confidence Ratings
Each data point in this profile is graded for source confidence. Here's what each badge means:
This profile's ratings
10 How We Researched This
This profile was researched and written by the ExpertNetworks.net editorial team using a multi-source methodology:
- Primary sources: Company website, press releases, SEC/regulatory filings, and official announcements
- Third-party verification: Industry reports (Integrity Research, Inex One), news coverage (TechCrunch, Bloomberg, FT), and data aggregators (PitchBook, Tracxn, Crunchbase)
- Cross-referencing: Claims were checked against multiple independent sources where possible; single-source claims are flagged
- Confidence grading: Each data point is rated as Verified, Positioning (company-claimed), or Inference (estimated from indirect evidence)
We do not accept payment from any expert network for inclusion or favorable coverage. If you spot an error, contact us with the correction and source.
Last fact-checked: 2026-03-07