Why AI Adoption Surveys Don’t Reflect Reality in Financial Services
March 31, 2026A closer look at what surveys actually measure - and why adoption, usage, and impact are often conflated
As part of our Distinctive Insights mid-year review of AI trends in investment management, we’ve looked at capital flows and acquisitions
Our aim in publishing this content is to help finance professionals further understand how artificial intelligence and data analytics are being applied to support key business processes within financial institutions.
In the first half of 2025, investors backed a wide range of AI driven vendors — from infrastructure builders to analytics specialists.
This shows clear signals.
💡 Significant rounds — including 73 Strings ($55M), Rogo ($50M), and Samaya AI ($43M) — suggest strong investor conviction in platforms with clear market applicability.
💡 Mid-sized investments — such as ToltIQ ($12M), CredCore ($16M), and Farsight ($16M) — with backing from established industry participants, indicate healthy market innovation and potential for disruption.
💡 Vertical integration through acquisition — Clearwater’s purchase of Beacon, ExtractAlpha’s acquisition of ESG Analytics, and Datasite’s deal for Grata — embed AI capabilities directly within established platforms.
A truly incredible amount of action – and this is just the curated list.
✅ S&P / Acquired ProntoNLP to enhance unstructured data analysis (Jan)
✅ iCapital / Acquired Parallel Markets for reusable financial identity in private markets (Jan)
✅ BlueMatrix / Acquired Street Context to strengthen content analytics (Jan)
✅ ExtractAlpha / Acquired ESG Analytics for real-time ESG insights (Feb)
✅ 73 Strings / Raised $55M for portfolio valuation and monitoring (Feb)
✅ DiligentIQ (now ToltIQ) / Raised $12M for PE due diligence (Feb)
✅ CredCore / Raised $16M for its AI-driven debt capital markets platform (Feb)
✅ Dasseti / Acquired Metric to strengthen ESG capabilities (Feb)
✅ 9fin / Acquired Bond Radar to expand debt market intelligence (Mar)
✅ Axyon AI / Raised €4M for predictive AI in asset management (Apr)
✅ Linedata / Acquired NROAD to enhance unstructured data processing (Apr)
✅ Rogo / Raised $50M to develop an AI financial analyst (Apr)
✅ Samaya AI / Raised $43M for AI driven financial research (May)
✅ Inven / Raised $12M to build AI tools in private markets (May)
✅ FE fundinfo / Acquired Fundipedia for structured product data (May)
✅ Octus / Acquired Sky Road for credit portfolio intelligence (Jun)
✅ Datasite / Acquired Grata to strengthen AI-native deal intelligence (Jun)
✅ Farsight / Raised $16M to deliver insights to PE, hedge funds, and wealth management (Jun)
✅ Enquire.ai / Raise $3M bridge financing to scale its multi-agent research platform (Jun)
✅ BlueMatrix / Acquired NZ based RANOS to strengthen its APAC presence (Jun)
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A closer look at what surveys actually measure - and why adoption, usage, and impact are often conflated