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An AI pilot that has passed its demo is still several steps away from a system an organisation will open to its staff. Answer quality has to be measured every time the code changes, agents must see only the data and tools each user is entitled to, personal…
Google now brings its AI video tools together in one place: Google Flow, built for multi-shot projects; the Gemini app, which creates clips from a chat; the Veo and Gemini Omni video models, which generate pictures with speech built in; and the Nano Banana…
Once you are comfortable using an AI agent on your own computer, the next step is an agent that works for you all the time: no laptop left switched on, instructions sent from your phone wherever you are, scheduled work that reports back on its own, and skills…
Many teams that build on C# and .NET want to add AI to their business applications, such as chat that answers questions from documents, search that understands meaning, or extracting data from text and images. Yet most of the examples they find are written in…
Many organisations want AI to help with documents, reports and repetitive work, but two problems get in the way: API costs that grow with every task, and concern about uploading internal files or personal data to an outside provider's cloud. Today you can run…
Every organisation produces data every day from many sources: revenue, invoices, receivables, budgets, utility costs for each site, service tickets and contracts stored as PDFs. Finance teams have to close the books and chase receivables, while IT and data…
Many organisations have already experimented with AI, yet a lot of projects never get past the demo, because the people who understand the business problem and the people who can build the system sit on opposite sides. A Forward Deployed Engineer (FDE) closes…
Many employees already use Microsoft 365 Copilot comfortably to draft emails, summarise meetings and write documents. Yet much of the real work in a day is multi-step work that moves between Outlook, Teams, the calendar and Office files, and it is still done…
Marketing teams, sales teams and business owners have to produce more material every year: social posts, banners, presentations, short videos and product sheets. Most teams still work the old way, designing one piece at a time, resizing by hand and editing…
As organisations build more agents in Copilot Studio, a single agent that handles everything starts to answer outside its scope, pull knowledge from the wrong source and become harder to maintain with every new capability. The answer is to split the work…
Document work in many organisations still relies on people keying in data: invoices, receipts, request forms and customer emails that have to be read and sorted one by one. Many teams already use Power Automate and Power Apps but do not realise that AI…
Power Apps built by a small team often work well until users grow into the hundreds and data into the tens of thousands of records. Then the app opens slowly, searches miss records because of delegation limits, the same formula is copied across many screens…
A desktop flow captured with the recorder works well on day one, but once it runs every day it breaks often. Window titles change, buttons on a web page move, some files will not open, or the flow hangs halfway without anyone noticing. When the organisation…
Many organisations start with Power Automate through small flows built by individual teams. As the number of flows grows and they become part of core work, problems appear. Flows stop when their maker changes jobs, URLs and email addresses are hard-coded into…
The PivotTable is one of the most powerful summarising tools in Excel, yet many users only drag fields into place and total them. When they need to compare with last year, show shares, rank items or combine several tables, they fall back on long formulas or…
Power Query makes data preparation in Power BI easy to start with clicks, but once data comes from many files with different layouts, from APIs or in larger volumes, click-built queries tend to break when a file changes, refresh too slowly or fail to refresh…
Many Power BI reports start quickly, but as data grows the totals stop adding up, slicers fail to filter, dozens of near-identical measures pile up and files become so large that refreshes crawl. Most of these problems are not caused by DAX formulas. They…
Content and digital media teams now have data pouring in from many platforms at once: Facebook, Instagram, YouTube, TikTok, LINE and their own websites. Each platform exports files in a different layout and counts its metrics differently, so most of the time…
Many organisations still run everyday work on Excel, paper or email, such as supply requests, approvals and daily logs, and would like their own staff to build small internal systems. Beginners rarely know where to start, because even a small system has…
Many organisations still build executive reports by exporting data from an Oracle-based ERP into Excel, then cleaning it, writing formulas, summarising, charting and emailing the result by hand every week. With many tables, dozens of columns each and millions…
