You are probably familiar with traditional databases. For example, a teacher at a school will need to enter students’ grades into a system where they get stored, and at the end of the year the grades would need to be retrieved to create the report card for each student. Or an employee database might store employees’ home addresses, pay grades, start dates, and other crucial information. Traditionally, organisations use a structure called a relational database, where different types of data are stored in different tables, with links between them, and they can be queried using a special language called SQL.
A problem we’ve come across repeatedly is how AI can be used to estimate how much a project will cost, based on information known before the project begins, or soon after it starts. By “project” I mean a large project in any industry, including construction, pharmaceuticals, healthcare, IT, or transport, but this could equally apply to something like a kitchen renovation.
Senior lawyers should stop using generative AI to prepare their legal arguments! Or should they? A High Court judge in the UK has told senior lawyers off for their use of ChatGPT, because it invents citations to cases and laws that don’t exist!
Fast Data Science appeared at the Hamlyn Symposium event on “Healing Through Collaboration: Open-Source Software in Surgical, Biomedical and AI Technologies” Thomas Wood of Fast Data Science appeared in a panel at the Hamlyn Symposium workshop titled “Healing Through Collaboration: Open-Source Software in Surgical, Biomedical and AI Technologies”. This was at the Hamlyn Symposium on Medical Robotics on 27th June 2025 at the Royal Geographical Society in London.
We presented the Insolvency Bot at the 4th Annual Conference on the Intersection of Corporate Law and Technology at Nottingham Trent University Dr Eugenio Vaccari of Royal Holloway University and Thomas Wood of Fast Data Science presented “A Generative AI-Based Legal Advice Tool for Small Businesses in Distress” at the 4th Annual Conference on the Intersection of Corporate Law and Technology at Nottingham Trent University
What is generative AI consulting? We have been taking on data science engagements for a number of years. Our main focus has always been textual data, so we have an arsenal of traditional natural language processing techniques to tackle any problem a client could throw at us.
Listen to the new episode of the Clinical Trial Files podcast, where Karin Avila, Taymeyah Al-Toubah and Thomas Wood of Fast Data Science chat about AI and NLP in pharma, the Clinical Trial Risk Tool, what impact AI can make in clinical trials. This episode commemorates Alan Turing’s 113rd birthday on 23 June 2025.
Drug Name Recogniser Google Sheets plugin update We have updated the Drug Name Recogniser Google Sheets™ plugin to cover molecular mass, chemical formula and SMILES strings.
Harmony: A new AI data tool for Research at the Alan Turing Institute The Harmony project is an Official Partner of AI UK 2025, the UK’s national showcase of data science and artificial intelligence, hosted by The Alan Turing Institute.
Can AI handle legal questions yet? We have compared the capabilities of the older and newer large language models (LLMs) on English and Welsh insolvency law questions, as a continuation of the Insolvency Bot project.
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