Field notes
Field notes: putting AI to work, one idea at a time
Short, practical notes for small and mid-sized teams adopting AI: how to get people using it, what to train them on, the uses that pay off first, and how to make new habits stick. For the deeper playbooks, see our Insights guides.
- 1. What's an agent?
- 2. How to prompt Claude
- 3. Wire it into your work
17 October 2026
Which AI tools keep your data in the UAE
Storing data in the UAE and processing it in the UAE are not the same promise. Know which one you are being sold.
Read the note16 October 2026
Chatbot vs automation: which one does your business actually need
They solve different problems, not competing versions of the same one.
Read the note15 October 2026
Free vs paid ChatGPT for business: what you actually give up
The model you get matters less than who controls your data and your seats.
Read the note14 October 2026
Should you pay for multiple AI tools?
The question is not how many subscriptions you have. It's whether any two of them do the same job for the same person.
Read the note13 October 2026
Using AI to screen job candidates? You must disclose it
Anthropic rewrote the part of its usage policy that covers hiring. If your business screens, ranks or rejects candidates with Claude, two rules apply before you can act on what it says.
Read the note11 October 2026
Zapier vs Make for AI automation
Both platforms now build AI agents into a workflow. The real split is how they bill you and how much control you want over the logic.
Read the note10 October 2026
Gemini vs ChatGPT for a Google Workspace team
Gemini already sees your Drive and Gmail. ChatGPT doesn't, but it isn't tied to Google either. Here is how a Workspace team should actually choose.
Read the note9 October 2026
Claude Haiku 5.5's price cut, and what to do about it
Anthropic cut Claude's cheapest model up to 90% and gave Max and Team subscribers free API credit, on the same day. Here's what actually changes if you already pay for Claude.
Read the note8 October 2026
Copilot vs ChatGPT for a Microsoft 365 team
Copilot already knows your files. ChatGPT doesn't, but it isn't tied to Microsoft either. Here is how a Microsoft 365 team should actually choose.
Read the note7 October 2026
Using AI meeting notetakers without breaking client confidentiality
Before you let Otter, Fireflies, or Zoom AI Companion sit in on a client call, know what happens to the recording after it ends.
Read the note6 October 2026
Gemini Skills Is Replacing Gems: What Changes, and When
Google is retiring Gems in favor of a new feature called Skills. Existing Gems are not deleted, but the creation window is closing fast.
Read the note3 October 2026
Does your business need a vector database?
You are probably already using one without knowing it. The real question is when to set up your own.
Read the note2 October 2026
Why is Copilot Business adding usage-based billing
New Copilot Business purchases now come with metered billing switched on, not opt-in. Existing subscriptions are untouched, but the next seat you buy will work differently.
Read the note30 September 2026
Is Notion AI Worth It for a Small Team? An Honest Look
Full Notion AI now lives only on the $20-a-seat Business plan. Whether that is worth it depends on one thing: how much of your team's work already sits inside Notion.
Read the note29 September 2026
Why did OpenAI cut GPT-6 API pricing in September 2026
Two new GPT-6 models landed at roughly half the price of what they replace. The saving is real, but it only reaches your bill if something you use actually calls the API.
Read the note27 September 2026
Copilot in Excel: what it does well and where it struggles
Good at drafting and explaining a spreadsheet. Not a substitute for checking the numbers yourself.
Read the note26 September 2026
What Claude Projects do that a normal chat does not
Stop re-briefing Claude from zero every time you open a new chat.
Read the note25 September 2026
Amazon lets sellers run Claude against Seller Central now
A new plugin connects Amazon Seller Central to Claude or Amazon's own Quick assistant, and every primary account holder gets a free year of Quick Plus through the end of 2026.
Read the note24 September 2026
How to run a two-week AI pilot that actually proves something
Two weeks is enough time to prove something, if you measure a baseline first and fix a decision date before you start.
Read the note23 September 2026
Who should own AI in a small company?
Not a committee. Not IT by default. One name, a real scope, and a few hours a week.
Read the note22 September 2026
What Notion Skills Is and How Small Teams Should Use It
Notion just gave teams a place to save how they want AI to do a task, once, so nobody has to re-explain it every time. Here is what changed and where to start.
Read the note18 September 2026
What's new in Claude for Small Business (September 2026)
Anthropic just connected Claude to the tools small businesses already run on. Here is what the update actually does and how to try it without risk.
Read the note17 September 2026
How to enforce an AI usage policy for employees
A written rule is not a control. Here is how to make the line on what AI can touch hold, using settings you already have.
Read the note16 September 2026
The best first AI use cases for a small business
Skip the long list of tools. Start with whichever of these three already eats the most hours.
Read the note15 September 2026
How to add AI to the tools you already pay for
You do not need a new AI product. You need to find where AI already lives inside the software you already pay for.
Read the note12 September 2026
How to measure whether AI training worked
A happy-sheet score at the end of a session tells you almost nothing about Monday.
Read the note11 September 2026
Why ChatGPT Business missed GPT-6 Astra this week
A staged launch left paying subscribers waiting. Here is what actually changed once it landed.
Read the note10 September 2026
What to train an operations team on first with AI
Start where a mistake stays inside the team, not where it quietly commits a resource three other teams rely on.
Read the note9 September 2026
What to train a sales team on first with AI
Start with the tasks a customer never sees, before AI touches anything a prospect reads.
Read the note8 September 2026
Why GitHub Copilot got pricier in September 2026
The seat price did not move. The credits that came with it did.
Read the note6 September 2026
What to train a finance team on first with AI
Start where a wrong answer is cheap to catch, not where it would be expensive to miss.
Read the note5 September 2026
Role-specific AI training vs generic workshops
One teaches the concept to a full room. The other teaches your bookkeeper to close the month faster. Only one of them earns a second session.
Read the note4 September 2026
Why AI agents just got cheaper to run on Claude
Anthropic released Claude Fable 5.1 on September 1, 2026, with a 75% cut to cache-read pricing. It is a pricing change most consumer Claude users will never notice, and a real cost drop for any business running a Claude-based agent.
Read the note3 September 2026
The questions to ask before buying an AI tool
Most AI tool regret traces back to one skipped step: nobody tested it on real work before the invoice arrived.
Read the note2 September 2026
What to tell your team the first time you introduce AI
The first conversation sets whether people lean in or quietly wait it out. Get the order right.
Read the note29 August 2026
Why AI pilots fail after they already worked in testing
Most AI pilots do not die in the test. They die in the weeks after, when nobody is responsible for keeping the tool alive.
Read the note28 August 2026
What OpenAI's new ChatGPT Admin plugin actually does
OpenAI shipped an Admin plugin for ChatGPT Work and Codex on August 25, 2026. It puts seat, usage and budget management inside a normal chat, which matters most to the businesses too small to have someone whose job is running the dashboard.
Read the note27 August 2026
What good AI adoption actually looks like
The gap between teams that get real value from AI and teams that don't isn't the tool. It's what happens after the AI answers.
Read the note26 August 2026
AI, automation and an agent: what's actually different
Not every tool called an agent actually is one, and the difference decides how much you can trust it unsupervised.
Read the note25 August 2026
Google Chat's Gemini side panel is being replaced
The old Gemini side panel disappears from Chat on August 26. Here is what replaces it, and what to save before it goes.
Read the note22 August 2026
Fix the process before you automate it
AI does not fix a bad process. It runs it faster, mistakes included.
Read the note21 August 2026
Should your business turn on ChatGPT's Computer History feature?
OpenAI's new opt-in feature builds an AI memory of your Mac activity. Here is the real tradeoff before anyone on your team switches it on.
Read the note20 August 2026
How to choose AI use cases that actually work
Most AI pilots do not fail because the model was weak. They fail because the task was wrong.
Read the note19 August 2026
How to build an AI strategy on a small budget
Most businesses running AI well right now are not paying for it.
Read the note18 August 2026
Google Sheets canvas: what it is and how to use it
A real spreadsheet feature landed this week, not a roadmap slide.
Read the note16 August 2026
How to map a business process before you automate it
The unglamorous step that decides whether automation actually helps or just speeds up the mess.
Read the note15 August 2026
What to automate first in a small business
Score candidates on frequency and consistency, fix the process, then automate exactly one.
Read the note14 August 2026
Is ChatGPT Business Premium worth $125 a seat?
OpenAI launched a $125-a-month Premium seat for ChatGPT Business on August 10, 2026. Here is who actually needs one, and the credit deadline that makes deciding worth doing now.
Read the note13 August 2026
What is an AI agent for a small business?
Not a chatbot with extra steps: what actually makes something an agent, and where one earns its keep.
Read the note12 August 2026
Which AI tool should you use for what
You do not need one AI tool for everything. You need to know which one to open for which job.
Read the note11 August 2026
Why QuickBooks Online got more expensive in 2026
Intuit tied its biggest QuickBooks Online price increase in years to a wave of new AI features. Here is what changed and how to decide if it earns its keep.
Read the note9 August 2026
Claude vs ChatGPT for business, and how to pick
Both are capable enough. The real decision is what your team actually writes, and how much it worries about where the words end up.
Read the note8 August 2026
What ChatGPT Projects are actually for
Not a Custom GPT, not a folder. Here is what a Project actually does differently.
Read the note6 August 2026
Where AI belongs in a business workflow, and where it doesn't
A short field guide to placing AI at the right step, and only the right step.
Read the note5 August 2026
How to run an AI training session for staff
Skip the slides. Structure the session around hands-on practice and it survives Monday.
Read the note4 August 2026
Gemini can now draw diagrams inside Google Docs
A real Docs feature landed this week, not a roadmap slide.
Read the note2 August 2026
What AI can and cannot do for a small business
The honest boundary between what AI is good at today and what still needs a person.
Read the note31 July 2026
What Canva Code 2.0 means for a small business
No developer, no brief, no waiting. Just a prompt and a working page.
Read the note29 July 2026
Claude's Record a Skill: teach AI a task by recording your screen
No prompt writing, no automation builder. You just do the task once and narrate it.
Read the note28 July 2026
What Zapier's Human in the Loop actually does for your AI agents
A built-in pause button for AI agents, so a person signs off before anything risky goes out.
Read the note26 July 2026
Most small businesses now use AI. Here is what that changes for you
The majority crossed over. Waiting is no longer the safe option.
Read the note25 July 2026
Gusto's new AI teammate runs payroll tasks so you do not have to ask twice
Payroll software just got an agent. Here is what that means before you hand it the keys.
Read the note24 July 2026
OpenAI's ChatGPT for Small Business, explained
OpenAI wants small businesses past one-off prompts. Here is what the new program actually offers.
Read the note23 July 2026
How to make AI usage stick after training
The session was never the hard part. The four weeks after it are.
Read the note22 July 2026
What makes someone an advanced AI user at work
It is not the model. It is three habits any small team can copy this month.
Read the note19 July 2026
Claude for Small Business, explained
Anthropic just wired Claude into the software you already run your business on. Here is what it actually does.
Read the note17 July 2026
Microsoft Teams now lets you turn AI off mid-meeting
Copilot, Facilitator and Recap used to run by default. Now the organizer decides, mid-call.
Read the note16 July 2026
Where a small team should start with AI
Skip the tool hunt. Start with the tasks that already eat your team's week.
Read the note16 July 2026
Microsoft just made Copilot a default, not an add-on
Copilot is no longer a separate purchase. That lowers the cost of trying it, not the work of making it useful.
Read the note15 July 2026
The five-hour rule for AI training
One workshop is not a programme. The habit forms after real practice, not a demo.
Read the note
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