Tadaweb has secured $20 million to scale its Small Data Operating System for publicly available information (PAI) and open-source intelligence (OSINT). The software-as-a-service (SaaS) platform is used by defence, national security, public safety, cyber threat intelligence, and corporate security organisations across Europe and the US to boost the efficiency of analysts and investigators by reducing time to insight from days to minutes.
As the saying goes, ‘there’s no need to reinvent the wheel’. If there’s a product or service on the market that already does its job well enough, then launching a competing solution might see you enjoy some success – particularly if you can improve or tweak it enough that you attract clients to your business rather than others.
Yorkshire’s first bean-to-bar chocolate company, Bullion, is a masterclass in the power of a business story. Founded by Max Scotford in 2016 as a side hustle inspired by a Saturday morning TV segment, Bullion officially launched in 2017. Within a year, the Sheffield-based brand had moved from Max’s kitchen to a full-scale factory, expanding to multiple sites with a café, bakery, and thriving team by mid-2025.
Small and mid-sized businesses (SMBs) are embracing AI rapidly, but their adoption maturity still lags behind. According to a global TeamViewer survey of 1,400 business leaders (427 of them from SMBs), 95% of SMB decision makers say they need more training to use AI effectively, even though 72% describe themselves as AI experts.
DeepL has announced the deployment of an NVIDIA DGX SuperPOD with DGX GB200 systems. This transformative computing platform will enable DeepL to translate the entirety of the internet – which currently takes 194 days of nonstop processing – in just over 18 days, marking a significant leap forward in DeepL’s research and product capabilities.
Controversies over data, intellectual property, and licensing go hand in hand with generative AI (GenAI). The machine learning algorithms used by GenAI models require data to identify patterns and interdependencies that enable them to generate suitable responses to prompts. Therefore, volume and data quality are fundamentally important to the effectiveness of AI models.
We hear it constantly: automate, optimise, accelerate. Organisations across the globe are throwing themselves into workplace AI, chasing productivity and advantage. But as we embed these systems deeper into our businesses, we need to ask a harder question: what happens to the human heart of the workplace?
Conscium has developed a platform to verify AI agents for accuracy, responsiveness, and other performance indicators, such as fairness, explainability, and alignment. Conscium has partnered with WPP to provide AI verification services to the leading marketing services company and selected clients. In the coming months, these services will be available to any organisation which deploys AI agents.
The year kicked off with an earthquake rattling the foundations of AI. Deepseek’s sudden arrival demonstrated there are multiple avenues in the advancement of super intelligence and drew the movers and shakers to weigh up software/algorithms versus banking on increases of model complexity or computational powers.










