A Semantic CRM with Graph Intelligence — built for agencies
Arkk CRM combines a relational core with a graph intelligence layer and semantic search. It doesn't just store contacts — it maps relationships, surfaces hidden connections, and lets AI agents work your pipeline.
Traditional CRMs are glorified spreadsheets with a pipeline view. They store contacts and deals but have no understanding of the relationships between them. Agencies juggle complex webs of contacts across clients, partners, and prospects — and CRMs like HubSpot or Salesforce can't surface "who knows who" or "what's the fastest path to this decision-maker."
Arkk CRM is built on three layers: a PostgreSQL relational core for structured CRM data, an Apache AGE graph layer that maps every relationship between contacts, companies, and deals, and a vector embedding layer for semantic search — so you can search naturally instead of filtering dropdowns. An MCP agent interface means AI can research companies, find introduction paths, and prep meeting briefs autonomously.
Everything you need to succeed
Graph-powered relationship intelligence & visualisation
Semantic search with vector embeddings (natural language queries)
Contact, company & deal management
MCP/AI agent interface for automated workflows
Outlook/Exchange sync & CSV bulk import with auto-normalisation
Shared SSO & billing across the McCorkell.AI ecosystem
See what we've built so far and where we're headed
CSV upload, Outlook sync, or manual entry. A normalisation engine automatically cleans phone numbers, emails, and company names.
Every contact, company, and deal becomes a node. Relationships (works at, knows, referred by, involved in) are mapped as edges and sync automatically.
Type "senior marketers at enterprise clients we haven't spoken to in 90 days" and get results via vector similarity — not dropdown filters.
MCP tools let agents research companies, find the shortest introduction path to a target contact, and generate meeting briefs automatically.
Structured CRM data with relational integrity
Maps relationships between contacts, companies, deals
Natural language search with semantic similarity
"We need to reach the VP of Marketing at Acme Corp — does anyone know someone there?"
→ 3 days of emails, Slack messages, and LinkedIn stalking. No one finds a connection.
Search "connections to Acme Corp" → Graph shows your creative director worked with their Head of Brand at a previous agency.
⚡ Warm intro sent in 10 minutes
Marketing agencies, consultancies, and professional services firms who need to understand and leverage their relationship networks — not just log activities against contacts.
HubSpot and Salesforce are pipeline tools. Arkk CRM is a relationship intelligence platform. The graph layer reveals connections traditional CRMs can't see. The semantic layer lets you query in plain English. The MCP layer lets AI agents actually execute — not just report.
Choose the plan that fits your agency