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Introhive survey finds 78% of law and accounting partners struggle to act on firm relationship data

Published
Score
15

Why it matters

Relationship intelligence vendor Introhive released its 2026 Partner Survey Report on October 13, 2026, finding that partners at law and accounting firms most want AI to help them win new work from existing client relationships, yet most firms' AI tools cannot access that relationship data. Seventy-eight percent of respondents say their firm's relationship data is hard to act on, and most partners using AI for business development rely on general-purpose chatbots that cannot see that data at all. The study was conducted by Austin-based strategy firm Thinktiv and drew 123 partner-level respondents: 42 in legal services, 42 in accounting, and 39 across other professional services. Fifty-seven percent say their firms are at Stage 1 or 2 of AI readiness, but 84% expect to reach Stage 3 or 4 within 18 to 24 months. The number expecting to run AI-driven business development rises from eight respondents to 40. Partners rated business development difficulty 3.4 out of 5 and the urgency of their relationship intelligence challenges 7.3 out of 10. CEO Lee Blakemore called the gap one between AI ambition and data access, telling LawSites the results left him with "mixed emotions." The report also finds firms will share relationship data if they retain control of it, with client billing data remaining the most sensitive category, especially in legal and accounting.

The sample is small, at 123 respondents mostly recruited through panel sourcing, and the report comes from a vendor with a commercial stake in the findings. Introhive has a formal partnership with Thomson Reuters and has been building a product case that AI needs relationship context to deliver business development returns. The company previewed an MCP server in April 2026 that connects its relationship data to AI assistants such as Microsoft Copilot, following the general availability of its AI-powered Intelligence Suite in October 2025. The report does not establish how many firms have actually completed data cleanup or what BD returns AI tools have produced to date.

For firm leaders and general counsel, the takeaway is that AI spending on business development may be running ahead of the data foundations needed to make it work. Before approving AI BD tools, check whether they can access the firm's CRM and relationship records, and who controls that data. Client billing data will draw the most scrutiny from partners and clients alike, so confidentiality and access terms deserve early attention. Watch for whether firms that share relationship data with AI tools can show measurable pipeline gains within the 18 to 24 month window partners are projecting.

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