Data Insights AI
Data Insights AI develops AI-powered software designed to optimise energy production, transforming raw data into actionable insights alongside physics based modelling. Our platform collects real-time sensor data from energy production sites across the globe and processes it with proprietary algorithms that detect stable operational periods and pinpoint the most valuable data for our machine learning models.
What We Do
Our products allow customers to visualize and interpret their data alongside our predictions and analyses, empowering them to make informed decisions for improving production efficiency and increasing oil production.
We invest substantial time and resources into cutting-edge graph theory research and boast leading mathematicians among our ranks. Our focus areas include combinatorial and probabilistic modeling, hybrid approaches that integrate engineering physics with ML, data-driven strategies for production optimisation, and graph-in-loop system computations.
Our Values
Innovation
Continuously pushing the boundaries of what's possible in networked data analysis through cutting-edge technology and creative problem-solving.
Precision
Delivering accurate, reliable results that energy professionals can trust for critical decision-making in complex environments.
Partnership
Building long-term relationships with our clients, understanding their unique challenges, and providing tailored solutions that drive success.
Our Team
Our diverse team combines deep expertise in graph theory, data science, petroleum engineering and software engineering to create solutions that truly understand the complexities of industrial engineering projects.
Join Our TeamLeadership Team
Dr Peter Mann
Director
Leading UK Academic
Peter is a world leading expert in graph theory. He was a lecturer in computer science at the UK's leading department at the University of St Andrews. He led a research group interfacing graph theory, AI & Digital Twin technology and taught a data science MSc course.
Physics Author
Peter has over 16 first author publications across computer science, maths and physics. He is the author of a market-leading theoretical physics textbook published by Oxford University Press (2018) and solved a 50 year open maths problem with an equation named after him.
Tech Unicorns
Alongside academia, Peter has over 10 years experience as a lead cloud developer and AWS architect. He has worked in 2 FAANG-adjacent tech unicorns where he led teams in performance optimisation and cloud platforms, saving over $20MM in cloud compute costs by applying techniques from his research. He has worked on some of the world's most high-traffic cloud systems across oil & gas, defence, sports betting, marketing and cybersecurity.
Dr Alan Tominey
Director
World-Renowned Petroleum Engineer
Alan is a recognised expert in the upstream oil and gas industry, with extensive experience in production optimisation and a history of deploying digital twin solutions globally. He has specific expertise in developing complex modelling software for fluid flow for both steady-state and transient simulations.
Data Science Innovator
Based in Houston, Alan has developed data science solutions to enhance operational efficiency for US onshore oil and gas producers.
Industry Thought Leadership
Alan has led the development of market-leading engineering software and provides courses and consultancy as a leading authority in the industry with an extensive industry network.
Team
Iain Mckendrick
Iain Mckendrick
Iain is an experienced director and advisor having worked extensively in the international energy sector in a variety of senior management positions. He was previously the CEO of Ithaca Energy. Non-executive director and adviser on several boards of companies covering both New and Traditional Energy.
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Warren Levy
Warren Levy
Canadian engineer & physicist with 30 years experience building companies in the petroleum, energy and mining sectors. Board member of private/public companies in the energy, mining and technology development/incubation spaces. Advisor on energy policy to a number of US based think tanks and a number of government entities in Latin America.
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Charles Feng
Charles Feng
Serial entrepreneur/technologist with a background in computer science, bioengineering, and machine learning from Stanford. Co-founded multiple companies, including Stanza, and Poynt, the first smart payment terminal and open commerce ecosystem. After selling Poynt to GoDaddy, he is now leading product and technology at a stealth B2B commerce startup.
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Barry Gibson
Barry Gibson
Barry is a multi-exit founder, funding & debt specialist and board advisor. Founder and financial strategist with a track record of scaling businesses and leading them through successful exits, including MBOs and acquisitions.
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Joe Little
Joe Little
Honorary Professor at the University of Stirling and a Senior Advisor to the Chief Futurist at Deloitte. Numerous technology roles at BAe and BP for 32 years part of BP CTO Team researching and educating in emerging technologies.
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Kevin Skeldon
Kevin Skeldon
Kevin is a senior front-end developer with 15+ years of industry experience, delivering high-quality, responsive, and accessible user interfaces for web applications and websites
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Fiza Joiya
Fiza Joiya
Fiza is a frontend developer with a BSc in Information Technology, specialising in interactive visualisation and design. Passionate about creating intuitive and user-friendly experiences, she brings both creativity and adaptability to the team.
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