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.