AI Without Relationship Context Won't Deliver BD ROI, Introhive's 2026 Partner Survey Report Finds

Survey of 120+ partners finds 78% struggle to act on their firm's relationship visibility, and identifies relationship context as the foundation for AI-driven growth.

FREDERICTON, NB, Oct. 13, 2026 /PRNewswire/ -- Introhive today released its 2026 Partner Survey Report, AI and Business Development in Law and Accounting Firms. The report is based on a survey of 123 partner-level professionals, conducted by growth strategy firm Thinktiv, at legal, accounting, and other professional services firms. Each respondent is responsible for delivering client work and bringing in new business. The report looks at how business development gets done today, which tools partners trust, and where firms plan to invest over the next two years.

The findings point to one clear conclusion. The return firms see from their business development and AI investments depends on the relationship context underneath them. That context covers who knows whom across the firm, how strong those relationships are, and what has changed recently. When partners and AI tools can reach it, firms can spot the next cross-sell, protect key accounts, and walk into every meeting prepared.

Firms Plan a Major Shift in Business Development

Firms expect major change in how they develop business. Today, 41% of respondents say their firm runs structured or AI-driven business development programs, such as proactive cross-sell identification and key account management. Within 18 to 24 months, 84% expect to reach that level. The number of respondents expecting to run AI-driven business development grows fivefold, from 8 to 40, or one in three respondents.

The pressure behind that shift is real. Partners rate business development difficulty at 3.4 out of 5 and the urgency of their relationship intelligence challenges at 7.3 out of 10. Their biggest sources of friction are knowing where to focus BD time (50%), making time for BD (45%), and identifying cross-sell opportunities (43%).

The Gap Sits in the Data Underneath

Nearly eight in ten partners (78%) say their current tools give them some relationship visibility that is hard to act on. Seven in ten (70%) say firm leadership lacks visibility into the firm's relationship capital. Among partners who rated their BD tools below 7 out of 10, 51% said the tools store records without surfacing insight, or send no proactive alerts.

AI adoption follows the same pattern. Among respondents actively using AI for business development, 68% rely only on general-purpose tools such as ChatGPT, Copilot, or Gemini. On their own, these tools have no view of the firm's relationship network. Partners rate their satisfaction with current AI tools for BD at 6.7 out of 10.

Measurement is also early. Most firms (63%) have no revenue-linked way to measure business development ROI today, and 15% can track revenue with strong attribution. Partners say the most convincing proof would be cross-sell and expansion revenue (44%) and pipeline generated or deals influenced (35%).

Organic Growth Starts With Existing Relationships

When asked which single capability they most want done well each week, 47% of partners chose surfacing new business opportunities. Who-knows-whom mapping (24%) and automated data capture (17%) followed. When asked what they could do by combining information from across the firm, partners ranked cross-sell opportunities (54%), at-risk relationship alerts (49%), and relationship mapping (46%) as most valuable.

The signals behind those opportunities already exist inside most firms. They live in email, calendars, CRM records, matter history, and relationship networks that span practice groups. Relationship context connects those signals so partners can see which clients may need another service, which relationships have gone quiet, and which colleague has the warmest path to a new opportunity. 

Relationship Context Makes AI Useful

Firms are now putting AI agents to work on client and firm tasks. Most of that work draws on documents, matters, and firm knowledge. For agents to support business development, they also need relationship context: who the firm knows, how well, and where the next opportunity sits.

Respondents are open to sharing that data when the firm stays in control. When the firm controls data governance, 83% said yes or maybe to sharing email content with AI tools. Client billing data remained the most sensitive category, especially in legal and accounting.

Introhive's MCP Server, now generally available to all customers, brings relationship intelligence into compatible AI assistants, agents, and firm-built applications, including Claude, Harvey, ChatGPT, and Copilot. Access follows each user's existing permissions and the firm's data governance policies. Because MCP is an open standard, that context carries forward as firms adopt new models and agents.

"Partners are being asked to use AI to grow their book of business, but with no clear roadmap and the dizzying pace of change, it can feel like everyone else is further ahead," said Introhive's CEO, Lee Blakemore. "Our research shows partners are not alone. Most firms using AI for business development work with tools that can't see their relationships. The intelligence AI needs is already there, but firms won't expose sensitive relationship data to AI without control over how it's used. We provide a secure way to connect their relationship intelligence – the lifeblood of business development – to the AI of their choice and help guide firms through their AI journey."

Methodology

Introhive commissioned Thinktiv, an Austin-based integrated product and commercial growth strategy firm, to design and field a quantitative survey. Thinktiv collected 123 completed responses from partner-level professionals: 42 in legal services, 42 in accounting services, and 39 across other professional services. It recruited respondents primarily through targeted panel sourcing, with a small number of in-network responses.

Availability

The full report is available here. Introhive executives and researchers are available to discuss the findings with firm leaders and media, including how firms can build a data and AI strategy that supports cross-selling, relationship mapping, and organic growth.

About Introhive

Introhive is the Relationship Intelligence Platform purpose-built for legal, accounting, consulting and built-environment firms. Introhive automatically captures, enriches and activates relationship data, turning emails, meetings and interactions into measurable relationship capital: the collective value of every client, prospective client, alumni and referral relationship across the firm.

Because that data is captured continuously and kept current without manual effort, Introhive gives professionals and AI tools the reliable, timely context they need to identify the right connections and support firm growth. Introhive is trusted by 20 of the world's top 100 law firms and 36 of the top 100 accounting firms, with users in more than 90 countries.
For more information, visit www.introhive.com.