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Enhanced Market Intelligence 
AI-powered Smart Matching System as a Service

The Operational Environment - Smart Matching System (OE-SMS) by Deep Knowledge Group is a cutting-edge platform for identifying and pairing corporate ventures with optimal partners using quantifiable SWOT analysis and advanced algorithms. It predicts collaborative success by evaluating project compatibilities and is enhanced with adaptable, AI-driven tools to increase partnership success rates. Its search algorithm conducts a global search to match projects with potential collaborators, offering tailored value propositions for strategic alignment with each partner's unique profile.

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As a product offering, OE-SMS is distributed in a white-label format, allowing for seamless integration and branding customization by client organisations. This flexibility makes it a versatile tool, adaptable to various corporate environments and project scales.


Key Features

Automated engagement materials creation conducted individually for each potential partner based on the differences in SWOT analysis metrics between a project and a partner.

Update of the matching algorithms based on the actual performance metrics of the partner acquisition. Incorporation of the prior engagement experience in the platform.

Update of the matching algorithms based on the actual performance metrics of the partner acquisition. Incorporation of the prior engagement experience in the platform.

Project Integrations


IRM System

Big Data Analytics Dashboard

InvestTech Platform

AI-driven Partnership Recommendation System

The AI-driven Smart Matching System stands as a cornerstone of strategic partnership formation, offering precise and actionable insights that enable the cultivation of highly valuable alliances. This sophisticated recommendation engine conducts a broad, multi-directional analysis, utilizing a diverse array of parameters within each vector to assess compatibility and value potential. By meticulously evaluating these nuanced data points, the system identifies optimal partnership opportunities that promise to deliver significant mutual benefits. It transforms the complexity of big data into clear, strategic pathways, empowering decision-makers to forge connections that are both data-informed and strategically sound. In essence, this system is not just a tool but a visionary architect of business synergy, mapping out the future of collaborative success.

Comparison of Companies in Operational Environment

The tool allows to conduct the comparative analysis of companies in Operational Environment based on the large number of indicators relating to your project.

  • 100+ parameters for comparison characterising the progress. 

  • detailed analysis of Ultimate Decision Makers of potential partners for boosting engagement process

  • comparison is available for every company in the database

Enhanced 3D Visualisation Of Operational Environment

Discover a new dimension of strategic analysis with our Enhanced 3D Visualization of the Operational Environment. This revolutionary tool transforms your data landscape into an interactive 3D tube, where the interconnectedness of companies is not just shown but experienced. Rotate, zoom, and explore to see the relational dynamics of corporate entities, their positioning within the industry ecosystem, and essential data at a glance. It's not just information—it's insight made vividly clear and remarkably engaging, providing an unparalleled perspective to empower your business decisions.

See our Operational Environment In Action

Got questions? A free demo will answer them all.
Book now!

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Specialized data for critical decisions

Market Intelligence is a comprehensive solution provided by Deep Knowledge Group that offers a wide range of analytical tools and services to empower businesses with valuable insights and strategic information. This solution encompasses Private Market Intelligence, SWOT Analysis, Company Analysis, Market Research, Business Development, and Mind Maps
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SWOT Analysis
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SWOT Analysis
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Company Analysis
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Market research
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Programming Console
Recommendations for Product Improvement
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Operational Environment - Smart Matching System – Powered by Deep Knowledge Group

Operational Environment - Smart Matching System is a subsidiary of Deep Knowledge Group, a data-driven consortium of commercial and non-profit organizations active on many fronts in the realm of DeepTech and Frontier Technologies (AI, Longevity, BioTech, Pharma, FinTech, GovTech, SpaceTech, FemTech, Data Science, InvestTech), ranging from scientific research to investment, entrepreneurship, analytics, consulting, media, philanthropy and more.

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