UK’s machine learning startup Causaly raises 12M to boosts its drug discovery AI – UKTN (UK Technology News
Biomedical information including, scientific literature, regulatory documents, clinical trials, and proprietary research is growing exponentially, and humans are struggling to keep up.
And heres where Causaly helps overcome this informational bottleneck through its sophisticated algorithms that mimic human reading and extract the meanings encoded in language.
Based out of London, Causaly accelerates how humans acquire knowledge and develop insights in Biomedicine. Recently, the company has raised $17 million (approx 12 million) funding in Series A round led by Index Ventures, joined by Marathon, Pentech, and EBRD.
As a part of the funding round, Carlos Gonzalez-Cadenas, partner at Index, joins the board.
With the new funding, Causaly plans to expand its technology team, grow its sales team to allow it to expand into the US, and increase its capacity to work with clients to generate insights from private, proprietary data.
Founded by Artur Saudabayev and Yiannis Kiachopoulos in 2018, Causaly uses machine learning to run deep searches and find answers to complex research questions that would have previously taken weeks months to find with traditional keyword search.
Finding a new drug can take over a decade in research, development, and clinical trials, and requires thousands of experts working together with complex evidence, says Kiachopoulos. Causaly is the first platform to map correlations and relationships within scientific data, allowing researchers and scientists to innovate rather than having to laboriously find the relationships themselves. This means better decisions about which research areas to prioritise and faster learning cycles. Switching from a standard database of documents to Causaly is like going from using a Rolodex of phone numbers to having a smartphone. Its intuitive, interactive, and shows you where you want to go.
Its worth mentioning that Causalys AI reads the entire volume of biomedical literature ever published in seconds.
The companys technology is the fastest way for world-leading researchers to find evidence, explore hidden connections between complex physiological mechanisms, and make new predictions in biomedical science.
At present, the company is working with nine large pharmaceutical companies, including Gilead and Novartis, as well as institutions such as the National Institute of Environmental Health Sciences.
Causalys technology has a wide range of potential applications, including healthcare, cosmetics, consumer goods, and any industry that touches human health.
Causalys platform transforms the biomedical workflow from one of search, read, and synthesise to ask questions and analyse, says Carlos Gonzalez-Cadenas, partner at Index Ventures. Causaly allows researchers to ask extremely complex questions easily, and get results that would have been nearly impossible otherwise. In an era when Covid has reminded us of the significance of biomedical innovation, Causaly is poised to help unleash the potential of new research for the benefit of humanity.
One significant use-case for Causaly is the process of screening for biomarkers that are associated with particular diseases or their relationship to treatment response. This typically takes weeks to months of work and is prone to missing important discoveries due to a large amount of literature to trawl through.
Causalys Clients have shaved off 80% of the time for biomarker screenings and the technology has proposed innovative solutions when identifying possible applications for cancer treatments.
Causaly is the latest example of humans using technology to improve our relationship to knowledge, Kiachopoulos says. After Gutenberg invented the printing press, libraries became a way to categorise all the new information and make it manageable. Then with the digital revolution, libraries moved online, turning into documents and databases. Now we need to move a step beyond static repositories of documents towards much richer, multidimensional and interactive modes of knowledge discovery.
Originally posted here:
UK's machine learning startup Causaly raises 12M to boosts its drug discovery AI - UKTN (UK Technology News
- OnPoint AI to Present its Augmented Reality and Machine Learning Surgical Platform at the 2026 Canaccord Genuity Musculoskeletal Conference - Yahoo... - February 27th, 2026 [February 27th, 2026]
- TD Bank continues to develop AI, machine learning tools - Auto Finance News - February 27th, 2026 [February 27th, 2026]
- AI and Machine Learning - Tech companies team to scale private 5G and physical AI - Smart Cities World - February 27th, 2026 [February 27th, 2026]
- AI and Machine Learning in Dating Apps: Smarter Matchmaking Algorithms - Programming Insider - February 27th, 2026 [February 27th, 2026]
- Machine-Learning App Helps Anesthesiologists Navigate Critical Surgical Equipment in Real Time - Carle Illinois College of Medicine - February 24th, 2026 [February 24th, 2026]
- Fractal Launches PiEvolve, an Evolutionary Agentic Engine for Autonomous Machine Learning and Scientific Discovery - Yahoo Finance - February 24th, 2026 [February 24th, 2026]
- How Brain Data and Machine Learning Could Transform the Aging Industry - gritdaily.com - February 24th, 2026 [February 24th, 2026]
- AI and machine learning trends for Arizona leaders to watch in healthcare delivery and traveler services - AZ Big Media - February 24th, 2026 [February 24th, 2026]
- AI and machine learning are the future of Wi-Fi management: WBA report - Telecompetitor - February 22nd, 2026 [February 22nd, 2026]
- Machine learning streamlines the complexities of making better proteins - Science News - February 20th, 2026 [February 20th, 2026]
- WBA Publishes Guidance on Artificial Intelligence and Machine Learning for Intelligent Wi-Fi - ARC Advisory Group - February 20th, 2026 [February 20th, 2026]
- Machine learning-predicted insulin resistance is a risk factor for 12 types of cancer - Nature - February 20th, 2026 [February 20th, 2026]
- Exploring Machine Learning at the DOF - University of the Philippines Diliman - February 20th, 2026 [February 20th, 2026]
- AI and Machine Learning - Where US agencies are finding measurable value from AI - Smart Cities World - February 20th, 2026 [February 20th, 2026]
- Modeling visual perception of Chinese classical private gardens with image parsing and interpretable machine learning - Nature - February 16th, 2026 [February 16th, 2026]
- Analysis of Market Segments and Major Growth Areas in the Machine Learning (ML) Feature Lineage Tools Market - openPR.com - February 16th, 2026 [February 16th, 2026]
- Apple Makes One Of Its Largest Ever Acquisitions, Buys The Israeli Machine Learning Firm, Q.ai - Wccftech - February 1st, 2026 [February 1st, 2026]
- Keysights Machine Learning Toolkit to Speed Device Modeling and PDK Dev - All About Circuits - February 1st, 2026 [February 1st, 2026]
- University of Missouri Study: AI/Machine Learning Improves Cardiac Risk Prediction Accuracy - Quantum Zeitgeist - February 1st, 2026 [February 1st, 2026]
- How AI and Machine Learning Are Transforming Mobile Banking Apps - vocal.media - February 1st, 2026 [February 1st, 2026]
- Machine Learning in Production? What This Really Means - Towards Data Science - January 28th, 2026 [January 28th, 2026]
- Best Machine Learning Stocks of 2026 and How to Invest in Them - The Motley Fool - January 28th, 2026 [January 28th, 2026]
- Machine learning-based prediction of mortality risk from air pollution-induced acute coronary syndrome in the Western Pacific region - Nature - January 28th, 2026 [January 28th, 2026]
- Machine Learning Predicts the Strength of Carbonated Recycled Concrete - AZoBuild - January 28th, 2026 [January 28th, 2026]
- Vertiv Next Predict is a new AI-powered, managed service that combines field expertise and advanced machine learning algorithms to anticipate issues... - January 28th, 2026 [January 28th, 2026]
- Machine Learning in Network Security: The 2026 Firewall Shift - openPR.com - January 28th, 2026 [January 28th, 2026]
- Why IBMs New Machine-Learning Model Is a Big Deal for Next-Generation Chips - TipRanks - January 24th, 2026 [January 24th, 2026]
- A no-compromise amplifier solution: Synergy teams up with Wampler and Friedman to launch its machine-learning power amp and promises to change the... - January 24th, 2026 [January 24th, 2026]
- Our amplifier learns your cabinets impedance through controlled sweeps and continues to monitor it in real-time: Synergys Power Amp Machine-Learning... - January 24th, 2026 [January 24th, 2026]
- Machine Learning Studied to Predict Response to Advanced Overactive Bladder Therapies - Sandip Vasavada - UroToday - January 24th, 2026 [January 24th, 2026]
- Blending Education, Machine Learning to Detect IV Fluid Contaminated CBCs, With Carly Maucione, MD - HCPLive - January 24th, 2026 [January 24th, 2026]
- Why its critical to move beyond overly aggregated machine-learning metrics - MIT News - January 24th, 2026 [January 24th, 2026]
- Machine Learning Lends a Helping Hand to Prosthetics - AIP Publishing LLC - January 24th, 2026 [January 24th, 2026]
- Hassan Taher Explains the Fundamentals of Machine Learning and Its Relationship to AI - mitechnews.com - January 24th, 2026 [January 24th, 2026]
- Keysight targets faster PDK development with machine learning toolkit - eeNews Europe - January 24th, 2026 [January 24th, 2026]
- Training and external validation of machine learning supervised prognostic models of upper tract urothelial cancer (UTUC) after nephroureterectomy -... - January 24th, 2026 [January 24th, 2026]
- Age matters: a narrative review and machine learning analysis on shared and separate multidimensional risk domains for early and late onset suicidal... - January 24th, 2026 [January 24th, 2026]
- Uncovering Hidden IV Fluid Contamination Through Machine Learning, With Carly Maucione, MD - HCPLive - January 24th, 2026 [January 24th, 2026]
- Machine learning identifies factors that may determine the age of onset of Huntington's disease - Medical Xpress - January 24th, 2026 [January 24th, 2026]
- AI and Machine Learning - WEF expands Fourth Industrial Revolution Network - Smart Cities World - January 24th, 2026 [January 24th, 2026]
- Machine-learning analysis reclassifies armed conflicts into three new archetypes - The Brighter Side of News - January 24th, 2026 [January 24th, 2026]
- Machine learning and AI the future of drought monitoring in Canada - sasktoday.ca - January 24th, 2026 [January 24th, 2026]
- Machine learning revolutionises the development of nanocomposite membranes for CO capture - European Coatings - January 24th, 2026 [January 24th, 2026]
- AI and Machine Learning - Leading data infrastructure is helping power better lives in Sunderland - Smart Cities World - January 24th, 2026 [January 24th, 2026]
- How banks are responsibly embedding machine learning and GenAI into AML surveillance - Compliance Week - January 20th, 2026 [January 20th, 2026]
- Enhancing Teaching and Learning of Vocational Skills through Machine Learning and Cognitive Training (MCT) - Amrita Vishwa Vidyapeetham - January 20th, 2026 [January 20th, 2026]
- New Research in Annals of Oncology Shows Machine Learning Revelation of Global Cancer Trend Drivers - Oncodaily - January 20th, 2026 [January 20th, 2026]
- Machine learning-assisted mapping of VT ablation targets: progress and potential - Hospital Healthcare Europe - January 20th, 2026 [January 20th, 2026]
- Machine Learning Achieves Runtime Optimisation for GEMM with Dynamic Thread Selection - Quantum Zeitgeist - January 20th, 2026 [January 20th, 2026]
- Machine learning algorithm predicts Bitcoin price on January 31, 2026 - Finbold - January 20th, 2026 [January 20th, 2026]
- AI and Machine Learning Transform Baldness Detection and Management - Bioengineer.org - January 20th, 2026 [January 20th, 2026]
- A longitudinal machine-learning approach to predicting nursing home closures in the U.S. - Nature - January 11th, 2026 [January 11th, 2026]
- Occams Razor in Machine Learning. The Power of Simplicity in a Complex World - DataDrivenInvestor - January 11th, 2026 [January 11th, 2026]
- Study Explores Use of Automated Machine Learning to Compare Frailty Indices in Predicting Spinal Surgery Outcomes - geneonline.com - January 11th, 2026 [January 11th, 2026]
- Hunting for "Oddballs" With Machine Learning: Detecting Anomalous Exoplanets Using a Deep-Learned Low-Dimensional Representation of Transit... - January 9th, 2026 [January 9th, 2026]
- A Machine Learning-Driven Electrophysiological Platform for Real-Time Tumor-Neural Interaction Analysis and Modulation - Nature - January 9th, 2026 [January 9th, 2026]
- Machine learning elucidates associations between oral microbiota and the decline of sweet taste perception during aging - Nature - January 9th, 2026 [January 9th, 2026]
- Prognostic model for pancreatic cancer based on machine learning of routine slides and transcriptomic tumor analysis - Nature - January 9th, 2026 [January 9th, 2026]
- Bidgely Redefines Energy AI in 2025: From Machine Learning to Agentic AI - galvnews.com - January 9th, 2026 [January 9th, 2026]
- Machine Learning in Pharmaceutical Industry Market Size Reach USD 26.2 Billion by 2031 - openPR.com - January 9th, 2026 [January 9th, 2026]
- Noise-resistant Qubit Control With Machine Learning Delivers Over 90% Fidelity - Quantum Zeitgeist - January 9th, 2026 [January 9th, 2026]
- Machine Learning Models Forecast Parshwanath Corporation Limited Uptick - Real-Time Stock Alerts & High Return Trading Ideas -... - January 9th, 2026 [January 9th, 2026]
- Machine Learning Models Forecast Imagicaaworld Entertainment Limited Uptick - Technical Resistance Breaks & Outstanding Capital Returns -... - January 2nd, 2026 [January 2nd, 2026]
- Cognitive visual strategies are associated with delivery accuracy in elite wheelchair curling: insights from eye-tracking and machine learning -... - January 2nd, 2026 [January 2nd, 2026]
- Machine Learning Models Forecast Covidh Technologies Limited Uptick - Earnings Forecast Updates & Small Investment Trading Plans -... - January 2nd, 2026 [January 2nd, 2026]
- Machine Learning Models Forecast Sri Adhikari Brothers Television Network Limited Uptick - Stock Split Announcements & Rapid Wealth Accumulation -... - January 2nd, 2026 [January 2nd, 2026]
- Army to ring in new year with new AI and machine learning career path for officers - Stars and Stripes - December 31st, 2025 [December 31st, 2025]
- Army launches AI and machine-learning career path for officers - Federal News Network - December 31st, 2025 [December 31st, 2025]
- AI and Machine Learning Transforming Business Operations, Strategy, and Growth AI - openPR.com - December 31st, 2025 [December 31st, 2025]
- New at Mouser: Infineon Technologies PSOC Edge Machine Learning MCUs for Robotics, Industrial, and Smart Home Applications - Business Wire - December 31st, 2025 [December 31st, 2025]
- Machine Learning Models Forecast The Federal Bank Limited Uptick - Double Top/Bottom Patterns & Affordable Growth Trading - bollywoodhelpline.com - December 31st, 2025 [December 31st, 2025]
- Machine Learning Models Forecast Future Consumer Limited Uptick - Stock Valuation Metrics & Free Stock Market Beginner Guides - earlytimes.in - December 31st, 2025 [December 31st, 2025]
- Machine learning identifies statin and phenothiazine combo for neuroblastoma treatment - Medical Xpress - December 29th, 2025 [December 29th, 2025]
- Machine Learning Framework Developed to Align Educational Curricula with Workforce Needs - geneonline.com - December 29th, 2025 [December 29th, 2025]
- Study Develops Multimodal Machine Learning System to Evaluate Physical Education Effectiveness - geneonline.com - December 29th, 2025 [December 29th, 2025]
- AI Indicators Detect Buy Opportunity in Everest Organics Limited - Healthcare Stock Analysis & Smarter Trades Backed by Machine Learning -... - December 29th, 2025 [December 29th, 2025]
- Automated Fractal Analysis of Right and Left Condyles on Digital Panoramic Images Among Patients With Temporomandibular Disorder (TMD) and Use of... - December 29th, 2025 [December 29th, 2025]
- Machine Learning Models Forecast Gayatri Highways Limited Uptick - Inflation Impact on Stocks & Fast Profit Trading Ideas - bollywoodhelpline.com - December 29th, 2025 [December 29th, 2025]
- Machine Learning Models Forecast Punjab Chemicals and Crop Protection Limited Uptick - Blue Chip Stock Analysis & Double Or Triple Investment -... - December 29th, 2025 [December 29th, 2025]
- Machine Learning Models Forecast Walchand PeopleFirst Limited Uptick - Risk Adjusted Returns & Investment Recommendations You Can Trust -... - December 27th, 2025 [December 27th, 2025]