What Introhive does

Introhive is a Fredericton, New Brunswick-headquartered SaaS company that sells an AI-powered Relationship Intelligence platform to enterprise professional services firms. Founded in 2012 by Jody Glidden and Stewart Walchli, the company has grown to over 300 employees across 10 global offices spanning Canada, the United States, the United Kingdom, Australia, Singapore, and the United Arab Emirates. Its target verticals include accounting and audit firms (PwC, Grant Thornton, BDO-adjacent Baker Tilly), law firms (Womble Bond Dickinson, McCarthy Tétrault, Osler), commercial real estate advisory (Colliers, Knight Frank), and broader professional services and financial services organizations.

The platform is built on four core modules: Relationship Intelligence, Data Automation, Data Quality, and Contact Management. These operate on a cloud-native SaaS architecture running on Microsoft Azure, ingesting email, calendar, CRM, and address book data and applying proprietary NLP and machine learning models to map, score, and surface professional relationships across an organization. The proprietary scoring engine analyzes over 20 discrete data points (recency, frequency, reciprocity, seniority, breadth) to rank relationship strength, and a multi-source enrichment engine claims 90% contact data accuracy. The platform integrates natively with more than 40 enterprise systems including Salesforce, Microsoft 365, Microsoft Dynamics, Google Workspace, HubSpot, and InterAction. Add-on modules include Deal Coach, Time Coach, Cleanse, the Intelligence Suite (Ask Introhive, Signals), and an MCP Server for Legal AI that exposes relationship data to AI assistants such as Microsoft Copilot via Model Context Protocol.

Introhive generates revenue through annual SaaS subscription licenses sold via a direct enterprise field sales motion, with pricing per seat or per organization, multi-year commitments typical, and deal sizes reportedly exceeding $100K ARR. Go-to-market combines senior account executives for large enterprises, inside sales for mid-market, account-based marketing, industry event sponsorship (AAM Summit, Legalweek), and listings on the Salesforce AppExchange and HubSpot App Marketplace. The company has raised approximately $125M+ in disclosed venture funding, anchored by a $100M Series C in June 2021 led by PSG, and operates with certifications across GDPR, CCPA, PIPEDA, SOC 2 Type 2, ISO 27001, and the EU-U.S. Data Privacy Framework.

Name

Introhive

Legal name

Introhive Services Inc.

Website

https://introhive.com

Company type

Private

Founded year

2012

Operating status

Operating

Headcount range

251–500 employees

Short description

Introhive is a SaaS company that provides an AI-powered Relationship Intelligence platform to enterprise professional services firms (accounting, legal, consulting, real estate), automatically mapping and scoring relationships from email, calendar, and CRM data to drive business development.

Ownership category

akta.pro rank

Product category

CRM & Relationship Intelligence Software

NAICS

Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

Keywords

• Relationship intelligence platform
• CRM data automation
• AI sales acceleration
• Professional services CRM
• Contact data quality

Headquarters

HQ city

Fredericton

HQ country

Canada

HQ region

North America

Offices7 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Subscription (Enterprise Licensing): Introhive generates revenue primarily through annual SaaS subscription licenses sold to enterprise clients on a per-seat or organization-wide basis. Contracts are typically multi-year, with pricing based on the number of users, data volume, and selected modules (e.g., relationship intelligence, CRM automation). The model includes land-and-expand dynamics, where clients start with one use case and expand to additional business units or geographies over time.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels8 records

Core offering

Introhive offers an AI-powered Relationship Intelligence SaaS platform consisting of four core modules (Relationship Intelligence, Data Automation, Data Quality, and Contact Management) that automatically capture, enrich, and analyze relationship data from email, calendar, and CRM systems. The platform maps and scores professional relationships across an organization to surface the warmest paths into target accounts, while add-on modules (Deal Coach, Time Coach, Cleanse, Ask Introhive, Signals, MCP Server for Legal AI) extend the platform with AI-native capabilities. The solution is purpose-built for professional services firms, law firms, accounting firms, real estate brokerages, and financial services organizations.

Product overview

Introhive offers an AI-powered Relationship Intelligence platform consisting of four core modules — Relationship Intelligence, Data Automation, Data Quality, and Contact Management — that work together as an integrated suite to automatically capture, enrich, and analyze relationship data from email, calendar, CRM, and other systems. The platform unifies data across an organization to reveal who knows whom, how strong those connections are, and the warmest paths to revenue opportunities. The platform is augmented by add-on capabilities including Deal Coach, Time Coach, and Cleanse for specialized functions, as well as newer AI-native features: Ask Introhive for natural language querying, Signals for proactive relationship alerts, and an MCP Server for Legal AI enabling AI assistants to access relationship data. The platform integrates natively with major CRM systems including Salesforce, Microsoft Dynamics, HubSpot, and InterAction.

Differentiator

Problem solved

Functional benefit

Products and services

• Relationship Intelligence AI-powered platform module that maps and scores relationships across an entire firm, revealing hidden relationships and identifying the warmest path into target accounts, prospects, and clients to drive new business, cross-sell, and referrals. Targets professional services, legal, accounting, and real estate firms.
• Data Automation Automatically captures contacts, activities, and interactions from email and calendars and syncs clean, accurate data into CRM systems, eliminating manual data entry and ensuring CRM records stay current and complete. Targets business development, marketing, and partners/fee earners at professional services firms.
• Data Quality AI-powered multi-source enrichment engine that continuously cleans, enriches, and deduplicates contact data, delivering industry-leading 90% contact data accuracy to support accurate marketing, sales, and business development decisions. Targets enterprise CRM owners and data quality teams.
• Contact Management Centralizes and organizes the firm's network of contacts to support smarter segmentation and stronger relationships, with enhanced capabilities for managing and organizing relationship data firm-wide. Targets business development leaders and CRM owners.
• Deal Coach AI-powered module that helps sales and account teams identify the warmest path into key stakeholders during deal pursuits, optimizing win rates by surfacing internal relationships and connection strength. Targets enterprise sales teams and account managers.
• Time Coach AI-powered module that helps teams optimize time allocation by identifying high-value relationship opportunities and reducing time spent on low-value administrative tasks and manual data entry. Targets partners, fee earners, and sales professionals at professional services firms.
• Cleanse AI-powered data cleanup solution that passively identifies critical errors in CRM data and automatically corrects them, ensuring sales, business development, and marketing teams always have the most accurate and relevant data. Targets CRM owners and data stewards.
• MCP Server for Legal AI Model Context Protocol server that connects Introhive's relationship intelligence data to AI assistants and agents, enabling law firm professionals to query relationship strength, interaction history, and network connections directly within existing AI tools while maintaining existing permissioning and governance controls. Targets law firms and legal departments.
• Ask Introhive Natural language querying capability within the Intelligence Suite that enables users to ask questions about firm relationships and receive AI-powered answers, unlocking insights from the firm's relationship network. Targets business development and CRM users at professional services firms.
• Signals Proactive alerting module that monitors key contact job changes, alumni network movements, and relationship pathways outside of email and calendar data, delivering real-time notifications to drive growth opportunities. Targets business development leaders and partners/fee earners.

Quantifiable outcome

• Deloitte Fast 50/500 recognition — ranked #4 in Atlantic Canada Fast 50 and #127 in the national Deloitte Technology Fast 500, reflecting sustained revenue growth driven by product-market fit.
• +1 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability7 records

Feature5 records

Partnerships

Two partnerships are on record, tiered core.

• SalesforcecoreTechnology or Integration · 1 January 2024Introhive is a certified app on the Salesforce AppExchange, offering native bi-directional integration with Salesforce CRM. The integration enables automatic CRM data updates, relationship intelligence surfaced within Salesforce, and seamless workflow embedding for Salesforce-centric enterprise clients.
• Microsoft AzurecoreTechnology or Integration · 1 January 2021Introhive's cloud-native SaaS platform runs on Microsoft Azure infrastructure. The relationship provides scalable compute, storage, and AI/ML services that underpin the platform's data processing, relationship scoring, and NLP capabilities. M12's investment further reinforces this technology partnership.

Scale indicators6 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Affinity: Affinity is the closest direct competitor, providing an AI-powered relationship intelligence platform for venture capital, private equity, and professional services firms. Both companies automate CRM data capture from email/calendar and surface relationship scoring to drive business development — directly competing for the same buyer.
• 4Degrees: 4Degrees offers an AI-driven relationship intelligence and CRM automation platform targeting professional services and financial firms. Directly comparable in product scope (relationship scoring, automated CRM enrichment) and customer overlap with Introhive.
• Relationship Science (RelSci): RelSci provides relationship intelligence and influence-mapping data for enterprises, financial institutions, and professional services firms. Comparable in target customer (relationship-driven businesses) and analytical approach (mapping warm paths to prospects via relationship graphs).

Broad incumbents

• Salesforce: Salesforce is both a partner (AppExchange ISV) and a broad incumbent competitor. Einstein and Agentforce increasingly embed relationship intelligence and automated CRM hygiene features into the core CRM, threatening Introhive's premium positioning for Salesforce-centric enterprises.
• HubSpot: HubSpot is a broad CRM and marketing platform with native AI features (Breeze AI, relationship-aware workflows) and is now an Introhive integration partner. Competes for the mid-market and lower-enterprise segments where Introhive's inside-sales motion operates.
• Microsoft Dynamics 365: Microsoft Dynamics 365 (with Copilot for Sales) is a broad enterprise CRM incumbent and Introhive's primary integration partner. As Microsoft bakes relationship intelligence into Copilot, Dynamics becomes both the largest distribution channel and a competitive threat to standalone relationship intelligence vendors.
• ZoomInfo: ZoomInfo is a broad B2B intelligence platform providing contact data, company intelligence, and sales workflows to enterprise sales teams. Comparable in contact/relationship data monetization but serves a broader buyer base than Introhive's professional services verticals.

Emerging players

• Lusha: Lusha provides contact data and sales intelligence with lighter-weight relationship features, primarily targeting mid-market sales teams. Overlaps with Introhive's contact management and data quality modules at lower price points, and is increasingly adding AI-driven relationship scoring.
• Demandbase: Demandbase is an account-based marketing and sales intelligence platform that uses AI to identify buying committees and relationship paths within target accounts. Comparable in using AI to surface relationship pathways for B2B revenue teams, though focused on ABM rather than CRM hygiene.
• Salesloft: Salesloft is a sales engagement platform that captures email/calendar activity and increasingly adds AI-driven relationship signals. Overlaps with Introhive's data automation and deal intelligence modules within enterprise sales organizations, particularly in financial services and technology verticals.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/introhive
• YouTubeyoutube.com/channel/UCs-fQFJtaAnsQge3G8smXOw
• Facebookfacebook.com/IntroHive
• LinkedInlinkedin.com/company/introhive

Compliance8 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles13 records

Funding overview

Funding rounds8 records

Investors17 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Introhive