The internet has produced two great graphs of human connection.

Facebook built the social graph, mapping who you know personally. LinkedIn built the professional graph, mapping who you claim to know professionally. Both changed how the world connects.

However, neither answers the question that drives business: who works with whom, who trusts whom, and who can open which door.

Vieu built the third graph: the Business Graph, a planet-scale map of real business relationships inferred from shared work history, board affiliations, joint ventures, research collaboration, and other evidence of how people and companies work together.

Human-to-human trust has always powered every deal, renewal, partnership, and hire. The Business Graph makes that invisible foundation visible and actionable.

We launched the Business Graph last week. Here's what we built, why we built it, and how teams are already putting it to work.

Why Now: AI Needs Relationship Intelligence ‍

AI agents can already write the email, schedule the meeting, and run the outreach sequence. That is precisely why reach is no longer a differentiator.

When every company can contact the same people with the same tools, the advantage shifts from access to trust: knowing who genuinely knows whom, which relationships carry influence, and who can credibly open a door.

This is also a critical gap for AI agents. They can execute a plan, but they do not inherently understand the relationships and context that shape real business outcomes. Trying to reconstruct that context from the open web is slow, costly, and often unreliable.

The Business Graph solves this by pre-indexing people, companies, and relationships into a structured, continuously updated model. When copilots and agents query Vieu, they receive fast, evidence-backed relationship intelligence instead of launching an open-ended search that may take seconds, consume significantly more tokens, and produce inconsistent results.

As companies deploy agents at scale, that difference compounds quickly.

A Graph Platform Built for Enterprise AI

The Business Graph spans 4 billion people and companies and 14 billion inferred and verified relationships. It is designed to make relationship intelligence available to both humans and AI systems.

Instead of launching a new internet search for every question, Vieu traverses an already-resolved graph and ranks the most relevant people, relationships, and paths in milliseconds. Results are faster, less expensive, and more consistent than repeatedly asking an LLM to reconstruct the answer from the open web.

The platform combines four core capabilities:

• Resolve: Canonicalize fragmented records into persistent person and company identities.
• Fuse: Combine public intelligence with permitted CRM, email, collaboration, HR, and user signals.
• Traverse: Map the possible paths between an organization and any target person or account.
• Rank: Determine which stakeholders, relationships, and paths matter most based on strength, recency, influence, relevance, and likelihood of activation.

‍

Domain-optimized models continuously score and validate the graph. They assess connection strength, buyer-persona alignment, seniority, collaborative proximity, and profile reliability, using more than 40 million feedback signals to improve recommendations over time. The output is a ranked answer to questions such as who matters, how are we connected, why should we act now?

The graph is also designed specifically for agentic workflows. Its LLM-readable endpoints support multi-turn interactions, maintain context across sessions, and dynamically expand from a simple introduction request to a full account plan.

Because the graph is pre-indexed, agents can retrieve structured, evidence-backed relationship context in milliseconds rather than repeatedly reconstructing it through open-web searches.

Enterprise and user data remain separated and permissioned. And through Vieu MCP, the same intelligence can be used inside AI assistants and agents, as well as CRM, email, collaboration tools, and Vieu’s own applications.

Learn more about the Vieu Business Graph.

One Graph, Many Business Scenarios

Organizations use the Business Graph across every relationship-driven business scenario:

• Sales: executive-to-executive paths into strategic accounts
• Marketing: drive executive engagement across every campaign, account, and event.
• Customer Success: churn prevention and upsell through executive engagement
• HR/Talent: senior recruiting with built-in back-channel verification
• Fundraising: warm investor introductions through hidden relationships
• Partnerships: surfacing the real relationships that already exist between two companies

Many Vieu customers overlay Business Graph signals on their existing LinkedIn Sales Navigator connections to understand where real relationships exist versus a courtesy social accept: this is what the Business Graph was built to make visible.

Available Wherever People and Agents Work

Vieu is designed to meet customers where work already happens.

Teams can use Vieu as a standalone SaaS application, embed its intelligence into CRM and enterprise workflows, access it through copilots and AI assistants, or connect agents directly to the Business Graph through APIs and Vieu MCP.

This makes the same relationship intelligence available across:

• Vieu app for direct exploration and execution
• CRM and enterprise systems for intelligence inside existing workflows
• Copilots and assistants for natural-language access through the AI tools employees already use
• AI agents for automated research, prioritization, and action
• MCP and APIs for integration into customer and partner platforms

‍

The goal is not to create another destination users must adopt. It is to make the Business Graph a shared intelligence layer for every application, person, and agent that needs to understand how business is connected.

TRUST INFRASTRUCTURE FOR THE AGENTIC ENTERPRISE

The first generation of enterprise AI connected models to documents, databases, and applications.

The next generation must also connect them to the human context in which business actually happens.

Documents explain what has been written. CRM systems explain what has been recorded. The Business Graph explains how the world is connected.

That context can improve which account an agent prioritizes, which stakeholder it recommends, which introduction it requests, how it prepares an executive for a meeting, and whether an automated action produces a real business outcome.

Relationships still run the business world. Vieu is making them visible, queryable, and actionable for both humans and AI.

Learn more at try.vieu.com

‍