Understanding how organisations connect.
mnAi provides structured entity and relationship intelligence - enabling organisations to identify, map, and analyse connections between companies and individuals at scale.
The Challenge
Data about companies in isolation is useful - but often incomplete.
In reality, organisations operate within networks of relationships, including:
- Ownership structures
- Directorships and officers
- Group entities and subsidiaries
- Financial and operational linkages
Without visibility into these relationships, organisations face:
- Limited understanding of risk exposure
- Incomplete view of ownership and control
- Missed connections and hidden dependencies
- Reduced confidence in analysis and decision-making
How mnAi Solves This
Structured entity identification and relationship mapping
Using proprietary technology, mnAi:
- Identifies when records refer to the same real-world entity
- Links companies and individuals across multiple sources
- Maps ownership, control, and network relationships
- Structures these connections into a usable, consistent format
This transforms fragmented data into a connected view of organisations and their networks.
What This Includes
Comprehensive relationship intelligence
Entity Identification
- Resolution of entities across multiple datasets
- Removal of duplication and inconsistency
- Alignment of records to real-world entities
Ownership & Control Structures
- Shareholding and ownership relationships
- Parent and subsidiary structures
- Group-level visibility
Directors & Officers
- Identification of individuals linked to companies
- Mapping of directorships across entities
- Visibility of shared leadership
Network Mapping
- Relationships across companies and individuals
- Multi-level connections across datasets
- Structured representation of networks
Why This Matters
Without relationship intelligence, organisations struggle to:
- Fully understand risk exposure
- Identify hidden connections between entities
- Assess influence and control
- Gain context around company behaviour
mnAi addresses this by:
Providing a connected, structured view of relationships
Enabling analysis at the network level, not just entity level
Supporting more informed and confident decision-making
What This Enables
Outcomes that matter
Risk Identification
Understand exposure across connected entities.
Opportunity Discovery
Identify relationships that create commercial opportunity.
Network Analysis
Analyse how organisations and individuals interact.
Contextual Decision-Making
Move beyond isolated data to a connected understanding.
Differentiation
Many datasets focus on individual entities.
mnAi provides network-level intelligence.
Entity Resolution at Scale
Identify and align entities across large datasets.
Structured Relationship Data
Connections are standardised and usable - not inferred or fragmented.
Integrated with Broader Data
Relationships sit alongside financial, non-financial, and ESG data.
Outcome
A connected view of organisations and individuals - enabling better understanding of risk, opportunity, and influence.
Speak to our team about Entity & Relationship Intelligence
Learn how mnAi can support your organisation.