Introhive Opens Its Relationship Graph to Every Customer's AI Stack

Introhive said August 25 that its Model Context Protocol server is now generally available to every customer. The Fredericton-founded relationship-intelligence company is selling a connector, not another chat window: once a firm turns the server on, people can ask Copilot, Claude, ChatGPT, Harvey, or an in-house tool who actually knows whom — without leaving the assistant they already use.

That is a different beat from the 2024 AI Account Summaries and Salesforce Data Cloud work. Those features lived inside Introhive's own product. This one pushes the same graph out through an open standard so the firm does not have to rebuild a custom integration every time the AI stack changes.

What the server is supposed to answer

The company release lists the questions it wants sitting on a partner's desk: which contacts at next week's conference are worth the hallway time, which key account has gone quiet, which colleague has the warmest path into a new client, and whether a proposed introduction is actually warranted. The pitch is that those answers should not come from CRM fields nobody has updated in months.

Introhive's asset is still the same one it has been building since 2012: email, calendar, and contact history scored for recency, frequency, reciprocity, breadth, and depth, then kept current without asking professionals to type it in. The release says the company has spent more than 14 years on that layer. The server is how that layer shows up inside someone else's model.

Model Context Protocol is an open standard. Introhive's point is that the graph is model-agnostic — it is not wired to whichever assistant wins next year. The April legal-sector commercial preview added a governance claim that the August note does not repeat in full: the server is supposed to return only the context needed to answer the question, inherit existing permissions, and skip dumping raw mailboxes into the model. That is the company's description, not an independent audit.

From a legal preview to the whole book

The preview went out April 16 with a Fredericton dateline and a booth at the Legal Marketing Association annual conference. Four months later, general availability covers the rest of Introhive's book: legal, accounting, consulting, and built-environment firms.

The company still describes itself as purpose-built for those professions. The August release repeats the customer counts we have used before: 20 of the world's top 100 law firms, 36 of the top 100 accounting firms, and users in more than 90 countries. Those are Introhive's numbers.

CEO Lee Blakemore, who took the job in 2023 after the US$100-million Series C years, put the launch in infrastructure language: "The way professionals interact with data and systems has been revolutionized, and the interface is wherever the professional happens to work, which means the intelligence layers underneath it create the value." He called the server "a secure, compliant, and portable way to make that intelligence available to compatible AI tools at the moment it's needed."

Why it matters from Fredericton

Introhive is still the province's proof-of-ceiling software company: founded here, still datelining product news from here, selling into global professional services. Opening the relationship graph through a public protocol is the next version of a bet it has been making for two years — that a decade of cleaned interaction history is more useful as infrastructure than as a destination app.

It is a product announcement, not a raise or a customer win. The next public proofs are whether firms actually leave the connector on, and whether the answers hold up when a partner asks about a real account. For now, the dated fact is the one on the wire: the preview is over, and every Introhive customer can turn the server on.

Sources

• Introhive Makes Relationship Intelligence Available to Enterprise AI Through MCP — company newsroom (Aug 25, 2026) — Fredericton dateline; general availability; scoring factors; Blakemore quote; customer counts; product page
• Same release — PR Newswire — named assistants (Claude, Harvey, ChatGPT, Copilot); model-agnostic framing
• Introhive Announces MCP Server for Legal AI — PR Newswire (Apr 16, 2026) — legal commercial preview; Copilot example; LMA conference booth
• Same April preview — company newsroom — April 16 dateline; commercial-preview status
• Introhive MCP product page — destination URL cited in the August release
• Introhive Goes All-In on AI — NB Tech News — 2024 Account Summaries and Salesforce Data Cloud context
• Introhive: The Fredericton Scale-Up — NB Tech News — 2012 founding and Series C scale
• Blakemore's First Year — NB Tech News — 2023 CEO appointment