New hires are the easiest group to develop strong AI habits in, and the most often neglected in AI adoption planning. Experienced staff carry years of existing workflow habits; changing those habits takes sustained effort. New hires have no existing habits yet — they’re forming them in their first few weeks. An AI onboarding session … Read more
Every time you open a new AI chat and type “I’m a marketing manager at a B2B SaaS company and I need help with…” you’re spending time on context that should already be there. The AI that was genuinely useful yesterday has no memory of it today. That friction is small per conversation and significant … Read more
One of the most practically useful improvements in AI tools over the past year is persistent memory — the ability for an AI to carry information from one conversation into the next. Instead of re-explaining your role, your preferences, and your context every time you start a new chat, the AI already knows. This sounds … Read more
Python has always been the practical language for business data work — flexible, readable, and capable of handling the tasks that spreadsheets can’t. The barrier has been knowing how to write it. That barrier has dropped significantly. Describe a data task in plain English to Claude, ChatGPT, or a dedicated tool like Replit, receive working … Read more
Spreadsheet automation has a reputation for being technical — VBA and Apps Script aren’t languages most people want to learn from scratch. But they’re both languages that AI models generate very reliably, which changes the picture significantly. You describe what you want a spreadsheet to do automatically, Claude or ChatGPT produces the code, you paste … Read more
Remote and hybrid work has a sound problem. Barking dogs, keyboard clatter, lawnmowers, neighbours, air conditioning, open offices — the range of background noise that bleeds into calls has made audio quality a genuine operational concern for distributed teams. AI noise cancellation has become the practical solution, and the current generation of tools is good … Read more
Voice AI in the office has had a slow start — partly because early devices weren’t reliable enough for professional contexts, and partly because “Alexa, play music” didn’t map well to real business workflows. That’s changed meaningfully. The current generation of voice AI, connected to the right tools and configured for a specific workspace, can … Read more
Transcription is the starting point, not the end point. A wall of text from a one-hour meeting is marginally more useful than the recording itself — you can search it, but you still have to read through it to find what matters. The interesting question isn’t “how do I transcribe my audio?” but “what do … Read more
You’re in a meeting, someone shares a screen full of charts, and there’s no time to analyse each one carefully. Or you’re reviewing a report and you want the key takeaway from a graph without spending five minutes studying the axes. Or you need to explain what a complex visualisation shows to someone who wasn’t … Read more
Recorded presentations, training videos, webinars, and meeting recordings contain a lot of useful information that most organisations can’t effectively access. The video sits in a shared drive, maybe someone watches it back once, and then the insights from that hour of content become practically inaccessible — too time-consuming to scrub through again, impossible to search, … Read more