Fabric Toolbox is a useful starting point for teams exploring #MicrosoftFabric📊 In her latest blog, Laura-Jayne explains how this open-source repository provides examples, scripts, and monitoring resources to support #Fabric adoption. ↘️ www.purplefrogsystems.com/2026/03/fabr...

Why does AI sometimes sound like it is stuck in 2024? 🤖 In her #FrogBlog, Annabel explains knowledge cutoffs, why models cannot update daily, and how tools use web search to answer current questions. ↘️ www.purplefrogsystems.com/2026/03/wait... #ArtificialIntelligence #GenAI #ChatGPT

Is AI literacy being confused with AI transformation? 🤖 In this week’s #FrogBlog, Lewis explains why real AI adoption requires data foundations, governance, and measurable value, not just better prompts. 🔗 www.purplefrogsystems.com/2026/02/the-... #ArtificialIntelligence #AIAdoption #DataStrategy

If CustomerID ≠ customerid, your #MicrosoftFabric Warehouse is case sensitive⚙️ In this week’s #FrogBlog, James explains how to configure case insensitive collation at the Workspace level and why it prevents query errors and #PowerBI issues. 🐸 Read it here:

Exploring #MicrosoftFabric?🔍️ In this week’s blog, Laura-Jayne highlights Fabric Toolbox, an open-source repository of scripts, monitoring tools, and accelerators designed to help teams build and operate Fabric environments. 🔗 www.purplefrogsystems.com/2026/03/fabr...

Ever asked #ChatGPT something recent and it answers like it is still 2024? 🤖 That is because of knowledge cutoffs. In her #FrogBlog, Annabel explains why #AI models rely on older training data and how tools like RAG fetch current information. 👇️ Read more: www.purplefrogsystems.com/2026/03/wait...

Using #AI tools is not the same as integrating AI🚫🤖 Prompt training and #Copilot workshops build digital literacy. They do not replace data engineering, modelling, governance, or measurable ROI. Lewis explains the difference in his #FrogBlog.

A small #MicrosoftFabric setting can save hours of troubleshooting⚙️ In this #FrogBlog, James shows why configuring a case insensitive Warehouse improves query reliability and development consistency. Set it right BEFORE building your data platform. 🔗 www.purplefrogsystems.com/2026/02/micr...

This week @holliewhittles.bsky.social has been speaking at The IT Nation, joining the panel “From GPT to P&L: Making AI Work in Real #MSP Operations” and delivering her session “Smarter Insights, Safer AI.” Industry progress happens when leaders share what actually works with #AI🐸 #ITN26

For #NationalCareersWeek we caught up with Lewis, our Senior AI Engineer, to talk about his path into AI and what the role is really like🤖 Watch the video to hear his advice for anyone interested in a career in tech 👇#AI #TechCareers

A great start to the #MBNetwork Expo today!🐸 Jon, Callum, and Lewis from Purple Frog Data are at the National Motorcycle Museum in #Solihull all day to talk data strategy, Power BI, and AI. If you are here, come and say hello👋 #DataStrategy #Analytics #PowerBI #AI

On Monday, #Shropshire businesses travelled to #London with the Shropshire Chamber to lobby for the return of a direct rail service🚆 Purple Frog Data was represented by our Finance Director Chantal as part of the delegation. Stronger connectivity supports stronger regional growth🚉

This Friday at 1PM GMT, Purple Frog Data is going LIVE ahead of #IWD2026🔴 Our team discusses this year’s theme #GiveToGain, covering allyship in tech, access to finance, #AI bias and building truly inclusive workplaces. Join us live 👇 www.linkedin.com/events/74345... #InternationalWomensDay #WIT

AI needs strong data foundations. 🤖📊 Lewis, our Senior AI Engineer, will be at the Midlands Business Network Expo this week talking AI, Power BI, and Data Engineering. Are you building insight on the right platform? #AI #PowerBI #DataEngineering #Analytics #MBNetwork

A brilliant day judging the #STEMRacingUK regional finals at #HarperAdamsUni🏁 The level of #engineering, teamwork, and #innovation on display was exceptional. The future of #STEM is in very capable hands🏎️ Congratulations to all the students who took part!🌟

Real world AI adoption was the focus at today’s #GTIA keynote debate🤖 Hollie shared insight on what it truly takes to embed AI into business operations, from governance and security to people and culture. Is your organisation ready? #AI #AIAdoption #Leadership #DigitalTransformation

#AI policy is moving fast, meaning skills must move faster. 🤖 Hollie reflects on discussions at Number 10 and why businesses need education, governance, and strong data foundations to realise #ArtificialIntelligence’s value. Is your organisation ready?👇️

See you at the Midlands Business Network Expo on Thurs 5 Mar!📊 Our Power BI Developer, Matt, will be there to discuss how #PowerBI drives real business value through better insight and smarter decision making. Are you getting more than dashboards from your data? #Analytics #DataStrategy

The UK wants to lead in AI...🤖 After visiting Number 10, Hollie shares why AI skills must sit at the heart of business growth. How is your organisation building AI readiness? Read here: www.purplefrogsystems.com/2026/02/from... #AI #AIReadiness #DigitalTransformation #DataStrategy

AI is everywhere. But are we educating teams on what it truly means? 🤖 Our Senior AI Engineer explains AI, Reinforcement Learning, #MachineVision, and Natural Language Processing, and why understanding the fundamentals is critical for responsible adoption. How are you building #AI literacy?💭

Great to be at the first Telford College employers open morning, with talks on AI and cybersecurity to local businesses, hosted by Carl Jones🐸 Principal Lawrence Wood shared exciting plans for £18m of capital investment for the future. Hollie was proud to have played a part in this as a Governor.

Our Director, Hollie, represented the #FSB at Number 10 to discuss the UK’s #AI future and the importance of equipping small businesses with the skills to adopt AI responsibly🐸 At Purple Frog Data, we understand that AI success begins with solid foundations📈 #Innovation #DataStrategy #TechPolicy

AI can generate powerful responses. But without guardrails, it can also generate risk. In this short video, our Senior #AI Engineer Lewis explains why governance matters more than hype in real #business deployments. Watch and review your AI controls 👇 www.purplefrogsystems.com/2026/02/why-...

As part of #NationalApprenticeshipWeek, our Level 3 apprentice interviewed our Level 6 #apprentice about skills gained, confidence, and advice for those just starting out. A great example of how #apprenticeships support real growth💯 #NAW2026 #SkillsForLife

Apprenticeships aren’t just good for people. They’re good for business. As part of #NationalApprenticeshipWeek, our Director, Hollie, shares why apprenticeships help build skills, capability, and long-term value. 🎥 Watch the video below!🐸 #NAW2026 #Apprenticeships #SkillsForLife #BusinessGrowth

Incremental Refresh in #PowerBI = partitions + time windows: 📚Retention window (history kept) 📚Refresh window (recent data reprocessed) Key point: It only works well if query folding pushes filters to the source✅️ Great breakdown by Tom👇 www.purplefrogsystems.com/2026/01/incr... #DataEngineering

Our Director, Hollie, had a quick trip to London this week🚆 Great to join a digital roundtable with #MapleReviewUK. Huge thanks to #BTBusiness for hosting and #FSB for the invitation. Lots of great conversations and takeaways you'll be sure to hear about soon!🙌 #Digital #Roundtable #Networking

Refreshing years of history every time? You don’t need to. Tom explains Incremental Refresh in #PowerBI; how to reduce refresh times by only processing the “recent” slice of data (while keeping full history). 📝 Read: www.purplefrogsystems.com/2026/01/incr... #MicrosoftFabric #DataAnalytics

Purple Frog migrated a legacy on-prem #SQLServer data platform to #MicrosoftAzure for a leading gym chain. What was the outcome? 👏Faster ETL via parallel processing 👏Improved scalability 👏Reduced maintenance downtime 👏RTO improved from 24+ hours to a few hours Explore: www.purplefrogsystems.com

Looking forward to Data Toboggan this weekend!🎿 Our Senior AI Engineer, Lewis, will be speaking on Responsible AI. 🤖Register for free: www.datatoboggan.co.uk

One question your data should answer instantly: Who is at risk of churn? If it takes days to compile, you’re already too late. #MicrosoftFabric, #AI and #PowerBI enable governed, near real-time churn monitoring so teams can intervene early.

Proud to see our HR & InfoSec Director, Hollie Whittles, continuing her role as VP of the UK & Ireland Executive Council for #GTIA into 2026🥳 Her leadership helps keep Purple Frog aligned with emerging trends and the future of tech. #WeAreGTIA #ShareTheVibe

Is your data costing you opportunities?🚧 If reporting is slow, data is siloed, or teams can’t trust the numbers, a short consultancy session can help you get clarity and next steps. Purple Frog Systems 👉 www.purplefrogsystems.com #DataStrategy #Analytics

Great day at the careers fair at Haberdashers’ Adams 👏 Lewis Prince and Charlie-Mae Grimston represented Purple Frog Systems and spoke with students about careers in tech, different pathways into digital roles, and how skills develop over time. There were some great questions and debates on #AI!🤖

Missed our webinar “How businesses can use #AgenticAI to work smarter”? Recording is now live Practical examples and live demos. Perfect over lunch☕️ If AI is on your 2026 plan, you'll want to catch up below. 🤖Watch here: www.youtube.com/watch?v=Naj9...

What does a career in data and digital actually look like day to day?👩🏻‍💻 Last week, we welcomed students from #ShrewsburySchool to the Frogplex for a careers session focused on real roles and real work. #STEM #Education #Apprentice #WorkExperience

Client feedback like this is why we do what we do. We helped Strategic Thought move from static Crystal Reports to interactive reports and dashboards, designed around their business needs. 📥If your reporting needs modernising, let’s talk: www.purplefrogsystems.com#DataAnalytics #Reporting #PowerBI

Thanks to everyone who joined our webinar today on #AgenticAI and how #SMEs can adopt it✅ If you would like a FREE consultancy session to explore how #AI fits your business, get in touch here: 🔗https://www.purplefrogsystems.com/contact-us/

Our HR & InfoSec Director, Hollie Whittles, attended The Maple Review, representing #FSB members in discussions on how to make UK business support simpler and easier to navigate👏🐸🍁 #TheMapleReview #SmallBusiness #Entrepreneurship

Standard maps don’t always cut it in #PowerBI🗺️ Matt’s latest frog blog shows how to use Synoptic Panel (#OKVIZ) to turn SVG diagrams into interactive, data-driven visuals in Power BI. Great for floorplans, layouts, and technical diagrams. 🔍Explore: www.purplefrogsystems.com/2026/01/usin...

If you had 15 minutes with an AI engineer, what would you ask?🤖 At the end of our #AgenticAI webinar, you can ask Senior AI Engineer & #MVP Lewis Prince anything about AI in business. Register here 👇 👉 agentic-ai-for-smes.eventbrite.co.uk #AI #SMEs #ArtificialIntelligence

Before investing in #AI, it helps to understand what’s practical and what’s hype. Our beginner-friendly #AgenticAI webinar shows real SME use cases, live demos, and plain-English explanations. Hosted by #MicrosoftMVP Lewis Prince. 👉 agentic-ai-for-smes.eventbrite.co.uk #AIAdoption

Read all about it 🗞️ Get up to speed with all the most important small business news of the week in our first Weekly Brief of 2026 👇 🔗 www.linkedin.com/pulse/procur...

A new piece on our #ApprenticeshipsWork Supporting stories page from @holliewhittles.bsky.social at Purple Frog Systems about how effective younger apprentices have been there and about Hollie's own journey. www.edge.co.uk/apprenticesh...

Today marks 20 years of Purple Frog Systems 🐸🎉 We’re proud of the people, partnerships, and progress that have shaped our journey, and we're grateful to everyone who has been part of it along the way. Thinking about working together in 2026? 👉 www.purplefrogsystems.com

Our Senior AI Engineer, Lewis Prince, went to Shrewsbury College, talking to students about what it’s really like to work as an #AI engineer, from day-to-day tasks to career paths. Want to hear more from Lewis? His next webinar is about Agentic on 22 Jan👇 agentic-ai-for-smes.eventbrite.co.uk

January is your window. Fixing data foundations now saves pain later. Better insight beats bigger dashboards. Start 2026 the right way. 👉 www.purplefrogsystems.com #DataAnalytics #2026

Curious about #AI but unsure where it fits? Our live webinar shows how #AgenticAI works in real #SME scenarios, with demos and Q&A. 📅 Thu 22 Jan | 12-1PM GMT | Online 👉 Sign up today: agentic-ai-for-smes.eventbrite.co.uk #DigitalGrowth

Power BI isn’t going anywhere. Microsoft Fabric makes it stronger by fixing the data underneath. Strong foundations lead to better decisions. 👉 www.purplefrogsystems.com #PowerBI #MicrosoftFabric

A snowy start as we hop out of hibernation and back into the year 🐸❄️