US-based startup Arize AI has built a platform to test, monitor and troubleshoot AI model and data issues. As we grapple with the explainability of AI models and if the models are fair, reasonable and working as intending, the basic infrastructure needs to be in place to help troubleshoot and resolve these issues.The Arize AI founding team include Uber and TubeMogul alumni, as well as three founding women from immigrant backgrounds.www.arize.com

What could a medical professional do with 3 hours back in their day? That's the claim DeepScribe offers as it automates medical documentation (ie scribing) directly into the electronic health system. Specialists focus on their bedside manner and patient interactions, and leave the note-taking to DeepScribe.www.deepscribe.aiimage credit: Deepscribe.ai

Known as the father of the Internet, Tim Berners-Lee has teamed up with cyber and tech stars to launch a platform to enable users to 'control their data' in PODs (Personal Online Datastores). Three years on, Inrupt, has secured US$30M series A funding to continue to build its open and collaborative web thesis, with privacy and security at its core.Could this be the future of data and the Internet?https://inrupt.com/products/enterprise-solid-server/image credit: redbubble.com - kalisteanand

The latest spin-out from a Scottish University - Lupovis, secured pre-seed investment of €700k from a Techstart-led syndicate. Founded in June 2021, the startup is joining a growing number of entrepreneurs developing technologies to turn the malicious cyber actors into the 'hunted' and level up the field for cyber defenders using clever AI and data-driven techniques.Aussie entreprenuers PenTen are also spearheading similar deceptive technology, leaning on their Australian-Defence and Government expertise.Watch this space!https://www.lupovis.io/https://www.penten.com/image credit: Google images

Nvidia is hoping its latest AI research model will help us one day do away with stock photos (or perhaps bring out our inner artist?). Its still beta (this photo was its interpretation of my text ask 'strong ocean storms') but has potential.The system is designed to translate text into realistic-looking pictures, which can be edited. It combines segmentation mapping, inpainting, and text-to-image generation.https://www.nvidia.com/en-us/research/ai-demos/

Just as every industry is transforming, insurers have been forced to speed up their digital agendas to remain competitive amid COVID-19. Insurers that fail to optimise their processes risk becoming obsolete.  Tech scale-up and ANZIIF's Insurtech of the Year, Codafication is digitising the insurance industry with its latest cloud-based project management and business automation software, Crunchwork. The business and project management platform manages the end-to-end cycle of an insurance claim, speeding up and automating up to 80% of the claim’s life cycle for customers. The platform has been tried and tested on over 200,000 claims. To learn more visit: https://crunchwork.codafication.com/