Qualitate, a New York-based AI-powered expert intelligence platform, has raised $7M in seed funding led by IA Ventures and Crew Capital. The platform automates the full research workflow, from study design and expert recruitment to AI-moderated interviews, analysis, and insight delivery for investment and strategy teams. The capital will fuel platform expansion and hiring.
AI Funding Fuels Research Automation
The round closes amid a record Q1 2026 VC surge to $300B, with AI startups capturing $211B, per Crunchbase. Competitors like Strella raised $4M seed in October 2024, while GetWhy secured $34.5M in June 2024. Qualitate's end-to-end automation differentiates it by owning recruitment, moderation, and analysis with proprietary data from 350,000+ minutes of discussions.
Manual Research Drains Investor Time
Traditional expert networks rely on human coordination, delaying insights from weeks to months for diligence and channel checks. Investment firms managing $65B+ AUM and private credit with $45B+ AUM struggle with fragmented workflows and compliance risks around MNPI and PII. Enterprises face similar pains in competitive intelligence and win/loss analysis, where secondary data lacks conviction.
End-to-End AI Handles Full Workflow
Qualitate deploys AI agents for study design, recruits experts, conducts moderated interviews, analyzes transcripts, and delivers dashboards covering 10,000+ companies across 500+ markets. Unlike Tegus, which offers searchable pre-recorded transcripts after $111M raised and a $930M acquisition, Qualitate enables custom studies in 5 days with automated synthesis. It screens for compliance, scaling to 100+ interviews.
As Sagar Kadakia, CEO noted:
"Customers get higher-quality intelligence in days instead of weeks – at one-third the cost."
NewtonX, with $47M funding, focuses on AI expert matching and surveys, but lacks Qualitate's vertically integrated AI moderation trained on proprietary conversations.
IA Ventures Signals Fintech AI Bet
IA Ventures and Crew Capital led the round, joined by angels Tony Berkman, Travis May, and Matt Levin. This investor mix validates Qualitate's focus on finance and enterprise, where AI scales primary research. Daniel Dines of Crew Capital highlighted the tech's edge:
"Qualitate is the first company I’ve seen apply AI to market research in a way that consistently exceeds human quality."
The backers bring conviction in AI infrastructure for intelligence.
Expert Networks Face AI Disruption
The expert networks market hits $4.86B TAM by 2026, growing at 16% CAGR to 2035 per Business Research Insights. Competitive intelligence tools expand from $0.87B in 2026 to $4.03B by 2034 at 21.17% CAGR, according to Fortune Business Insights. Traditional players like GLG dominate a $3B space in 2025, but AI natives target saturation in secondary data.
Techspert, post-$25M raise, specializes in tech expert discovery, yet trails Qualitate's full-stack compliance and scale.
Ex-CB Insights Team Drives Differentiation
CEO Sagar Kadakia led research products at CB Insights. CTO Jeff Capobianco directed AI search at Moody's, generating $1M+ revenue. VP Product Erroll Davis scaled AI market reports there, while Founding Engineer Sam Parl built fintech infra at Goldman Sachs. This CB Insights alumni core (four members) translates market intelligence expertise to AI primary research, serving top PE firms and hedge funds with 30x revenue growth and 200% NRR.