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ACCELERATING THE SEARCH FOR TRUTH
$417b
We offer an alternative to fact-checking by providing automated credibility assessment, using methods inspired by Structured Analytic Techniques.
What are we seeking?
We need to conduct in-depth interviews and workshops to explore operational needs, integration pathways, and practical constraints.
DISCOVERY PARTNERS
We need formal interest from organisations who see ENSEMBLE's potential and want to be part of its development journey.
EXPRESSIONS OF INTEREST
We are seeking investment with an aim to develop a Minimum Viable Product.
INVESTMENT
What are we seeking?
DISCOVERY PARTNERS
EXPRESSIONS OF INTEREST
We need to conduct in-depth interviews and workshops to explore operational needs, integration pathways, and practical constraints.
We need formal interest from organisations who see ENSEMBLE's potential and want to be part of its development journey.
INVESTMENT
We are seeking investment with an aim to develop a Minimum Viable Product.
TRUTH IS UNDER SIEGE
ASSESSING CLAIMS WHEN
When the world is drowning in disinformation and misinformation, how do we reliably determine which claims are true before it is too late to act on them?
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ENSEMBLE rapidly and automatically assesses a claim's probability of being true, using a structured and dynamic approach designed to deliver high-fidelity results.
TRUTH IS UNDER SIEGE
ASSESSING CLAIMS WHEN
When the world is drowning in disinformation and misinformation, how do we reliably determine which claims are true before it is too late to act on them?
ENSEMBLE automatically and rapidly assesses a claim's probability of being true, using a structured and dynamic approach designed to deliver high-fidelity results.
OF ENSEMBLE
THE KEY BENEFITS
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ASSESS CLAIMS AT SCALE
Automates reliable assessments of unverified claims at unparalleled speed and scale, reducing months of investigation down to hours.
ANALYTIC INSIGHTS
Identifies contested and high-impact claims, assesses the long-term trustworthiness of sources, and provides a range of claim relationship insights.
TRUST AND SECURITY
Transparent and auditable at every stage, allows for human input and override, and operates as a standalone service with no need to call on third party tools.
relevant industries
Government and defence intelligence
Corporate intelligence and risk analysis
Legal, compliance, and insurance investigations
Investigative media and verification services
Academic and policy research
Intelligence Analysts
Investigative Journalists
Qualitative Researchers
ENSEMBLE FOR?
WHO IS
relevant industries
Government and defence intelligence
Corporate intelligence and risk analysis
Legal, compliance, and insurance investigations
Investigative media and verification services
Academic and policy research
Intelligence Analysts
Investigative Journalists
Qualitative Researchers
TARGET USERS?
WHO ARE OUR
Academic and policy research
Investigative media and verification services
Legal, compliance, and insurance investigations
Corporate intelligence and risk analysis
Government and defence intelligence
RELEVANT INDUSTRIES
OF ENSEMBLE
THE KEY BENEFITS
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Transparent and auditable at every stage, allows for human input and override, and operates as a standalone service with no need to call on third party tools.
TRUST AND SECURITY
Identifies contested and high-impact claims, assesses the long-term trustworthiness of sources, and provides a range of claim relationship insights.
ANALYTIC INSIGHTS
Automates reliable assessments of unverified claims at unparalleled speed and scale, reducing months of investigation down to hours.
ASSESS CLAIMS AT SCALE
WHO ARE OUR
TARGET USERS?
Aleph Insights is a data science and analysis consultancy that specialises in complex defence, intelligence, and security problems. They have delivered projects for clients in a range of sectors, covering data-driven research, forecasting, design and specification, concept demonstration, and technology road-mapping.
The Salford team comprises two Intelligence Studies academics with a wide range of expertise in the practice and evolution of analytical tradecraft.
We are active researchers who boast strong industry links across public and private sector intelligence organisations, the media, and more.
Awards and Progress
2024-2025
£25,000 external funding from North West CyberCom. Facilitated development of a working Proof of Concept (completed).
2025
£45,000 internal funding from the University of Salford. Facilitated development of an advanced Technical Roadmap towards building a two-stage MVP (completed).
2025-2026
£40,000 external funding from Cyber Focus. Facilitated development of an advanced Demonstration tool (ongoing).
JOIN OUR JOURNEY
MEET THE TEAM
2025
£45,000 internal funding from the University of Salford. Facilitated development of an advanced Technical Roadmap towards building a two-stage MVP (completed).
Aleph Insights is a data science and analysis consultancy that specialises in complex defence, intelligence, and security problems. They have delivered projects for clients in a range of sectors, covering data-driven research, forecasting, design and specification, concept demonstration, and technology road-mapping.
The Salford team comprises two Intelligence Studies academics with a wide range of expertise in the practice and evolution of analytical tradecraft.
We are active researchers who boast strong industry links across public and private sector intelligence organisations, the media, and more.
2024-2025
£25,000 external funding from North West CyberCom. Facilitated development of a working Proof of Concept (completed).
2025-2026
£40,000 external funding from Cyber Focus. Facilitated development of an advanced Demonstration tool (ongoing).
Awards and Progress
JOIN OUR JOURNEY
MEET THE TEAM
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