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4B Nodes I 14B Edges
The Business Graph Substrate
for your Agents
Find the inferred relationships that matter and finally see past everything LinkedIn never showed you
“Develop your senses, especially learn how to vieu. Realise that everything connects to everything else.”
Leonardo da Vinci
// QUERY VS. SEARCH
#RIG4RAG. Relationship Intelligence Graph for Retrieval Augmented Generation
Ask the same question two ways. The answer tells you everything.
Who at my company has a path to someone on my customer’s leadership team?
Run
LLM with web search
Decomposing query into search terms
+0.8s
Web search: "Acme Corp leadership team"
+3.1s
Web search: "company org chart relationships"
+7.4s
Web search: "executive connections database"
+11.2s
Parsing 1,247 Web results
+18.6s
Cross-referencing signals and filtering noise
+26.4s
Generating and formatting response
+39.8s
0.75s
per query 〡 7 steps 〡 3 web searches
40 s
VieuGraph
Query received
+12ms
Traversing 9B node commercial graph
+186ms
Ranking warm paths by relationship strength
+287ms
0.01s
per query 〡 3 steps 〡 persited graph [RAG}
287ms
An LLM agent searches the internet every time you ask. Vieu's commercial graph is already built, indexed, and always on, answering in milliseconds,
not minutes, at a fraction of the cost. This is what separates a commercial intelligence graph from a chatbot with a search bar.
not minutes, at a fraction of the cost. This is what separates a commercial intelligence graph from a chatbot with a search bar.
// PROVEN AGENT STACK
Built for coexistence of humans & agents.
A modern stack validated with concrete use cases and real business outcomes — not a framework bolted onto legacy infrastructure.
01
Multi-turn support
Agents maintain full context across sessions. No restarting. No context loss. No rebuilding state from scratch.
02
Elastic Context Management
Context expands and contracts dynamically - from a single intro request to a full enterprise account plan.
03
LLM Readable Endpoints
Every graph query returns structured, LLM- readable output enabling any federated model to reason over Vieu intelligence.
04
Shallow/Deep Access
Surface queries return instant results. Deep graph traversals run asynchronously. AEs get
answers at the speed they work.
answers at the speed they work.
05
Governance & Tenant Isolation
Every agent operation is governed at the tenant level. What your company knows stays inside your tenancy. Always.
06
Cross-Domain Confidentiality
Strict confidentiality boundaries enforced at every layer. No cross-contamination between tenants, users, or accounts.
// AI MODELS
Domain optimized models, tuned by 40M+ RLHF signals.
Proprietary AI models run continuously across the graph — scoring, validating, and ranking every commercial relationship in real time.
01
Connection Strength
Measures how strong and recent a relationship actually is, not just surface interactions.
02
Buyer Persona Alignment
Identifies whether a connection leads to the right buyer for your deal.
03
Fake Profile Detection
Filters out unreliable or synthetic profiles before they enter recommendations.
04
Seniority Normaliser
Standardizes influence across roles, industries, and regions.
05
Collaborative Proximity
Evaluates whether a relationship can realistically convert into a warm introduction.
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RELATIONSHIP GRAPH LATTICE
CRM, network & external signals unified
CRM, network & external signals unified
SIGNAL PROCESSING
Optimizes scoring & ranking
Optimizes scoring & ranking
RLHF FEEDBACK LOOP
Optimizes scoring & ranking
Optimizes scoring & ranking
RANKED OUTPUT
Best path to buyer
Best path to buyer
AI MODELS
// PROPRIETARY ALGORITHMS
Resolve. Fuse. Traverse. Rank.
Four core algorithms underpin the graph's ability to process commercial relationships at scale — from raw signal to ranked warm path.
// IDENTITY RESOLUTION
Canonicalization
Unifies fragmented identities across data sources into a single, persistent node. Prevents duplication, misattribution, and broken relationship paths at graph scale.
// PATH FINDING
Cartographer
Maps and ranks warm paths between your company and any target account. Identifies the shortest, strongest, most credible route based on real relationship strength.
// SIGNAL FUSION
Covariance
Combines public, enterprise, and user-level signals into a unified relationship model. Each signal compounds graph accuracy, improving path reliability over time.
// INTENT SCORING
Contextualization
Transforms billions of data points into ranked, actionable relationship intelligence.
Surfaces who matters, how you’re connected, and why now — for every deal.
// FUSION
Three data layers, always in compliance.
The VieuGraph fuses data across three distinct access layers — each with its own source,
access controls, and role in building a complete picture of business relationships.
access controls, and role in building a complete picture of business relationships.
User Data
SOURCE:
LinkedIn Connections CSV
User-in-the-loop annotations
User-in-the-loop annotations
ACCESS TO ONLY:
To User Only
Enterprise Data
SOURCE:
CRM Data, Emails, Slack, HR Tools, etc.
ACCESS TO ONLY:
All Users within Tenancy
Public Data
SOURCE:
Internet
ACCESS TO ONLY:
All Users & All Tenants
GUARANTEE
Your data never bleeds into another company's graph. Another company's data never contaminates yours.
Architecture
Isolation enforced at the architecture level — not the application level. Designed in, not bolted on.
Enrichment
The public layer enriches every tenant's graph — without compromising either party's confidential data.
30+ Signal Sources. No static snapshots.
Vieu ingests signal from 30+ live data sources — so the intelligence your agents rely on is always evolving, never stale. Real-time, always in motion.
People Signals
Company Signals
Technographic Signals
Enteprise Signals
Webinar
Social Media
Phone
Teams/Slack
Financials
Funding Rounds
Events
SEC Filings
News Articles
HR Tools
Webinar
Ex-employees
// Enterprise Graph Partnerships
Built to integrate. Ready to RAG.
For Foundation Labs, Business Apps and Work Assistants.
01 Foundation Labs
Looking to ground your models in real-world business intelligence? Integrate or RAG the VieugraphRAG to give your LLMs verified relationship context — across 1B people and 14B edges.
For:
META
ANTHROPIC
OPEN AI
02 Business Apps
Power your platform with the world's commercial graph. Embed relationship intelligence directly into your CRM, ERP, or enterprise workflow — and give your users warm paths to every account.
For:
SAP
MICROSOFT
SALESFORCE
03 Work Assistants
Give your assistant the relationship context it's missing. When your agents can see who knows whom — across 14B verified connections — every recommendation gets smarter.
For:
ZOOM
MICROSOFT COPILOT
SLACK
// Enterprise Graph use cases
Your platform. Powered by the World's Business Graph
4B Nodes and 14B Edges : Plug Vieu's business intelligence graph into your AI and give it the context to navigate the real world.
01
Identify Stakeholders
Know exactly who sits in the buying committee — their role, their influence, and how your network already connects to them.
Features:
IDENTIFICATION
ORG CHART
02
Build Relationships
Get into the account through trust, not cold outreach. Vieu surfaces the warm path through your existing connections.
Features:
WARM INTROS
CONNECTION PATH SCORING
03
Prepare for the meeting
Walk into every executive conversation knowing what matters — the account history, the relationships at stake, and what to say.
Features:
EXEC 360
MEETING DIGEST
NURTURE CALENDAR
Built to power the platforms that power enterprise.
// Enterprise Readiness
Built for the accounts that matter most.
/ Security
Enterprise-grade encryption
End-to-end encryption at rest and in transit. Authentication and authorization for large, multi-team deployments with complex role hierarchies.
/ Privacy
Role-based tenant isolation
Data isolation across tenants, users, and accounts by architecture, not policy. No customer can access another customer's proprietary signal layer.
/ Compliance
SOC-2 & ISO-27001
SOC 2 Type 2 certified. ISO compliant. Built to meet theprocurement requirements of the enterprises you areselling to.
/ Sovereignty
Full data genealogy
Every signal in the graph carries provenance. Traceany insight back to its originating source — fulllineage, full accountability.
/ Scale
No seat or account limits
Pay for outcomes. Elastic infrastructure serves 1user or 1 million users with the same architecture.~9B curated relationships, running continuously.
/ Reliability
LLM-readable endpoints
Graph endpoints are designed for agent consumption — elastic context management, shallow/deep access modes, multi-turn support for agentic workflows.
AWS
Hosted on AWS
SSO
Azure AD & Google
CASA 2
Verified
SOC 2 Type II
Compliance Certified
ISO
Compliant
Executive Access has always existed. We made it infrastructure.
See how the Vieu Graph surfaces warm paths to every executive in your target accounts,before your competition does.