August 14, 2026

Artificially Intelligent, Actually Useful.

A Grounded AI Update So You Don't Have To Wing It

Names, Numbers and SMB Outcomes

Small business use of AI increased 45% in 2025, according to the U.S. Chamber of Commerce. Yet most small business AI coverage says the same thing: adoption is up, confidence is up, revenue is up. This week's newsletter will be different.

Sure, tool lists and how-to guides have real value (and you'll find a good one below). But I wanted to pair that with something rarer: actual businesses, named, describing what happened when they tried AI to do something specific.

So in addition to some excellent starting points and resources, this issue names names and describes actual strategies used. Some successfully, and others not so much.

Where Small Businesses Start

We'll open with an excellent general guidance piece: a clear list of where to start, what it costs, and what breaks first. This article ranks ten use cases, from customer service to bookkeeping, by cost and rollout difficulty.

The use cases themselves are a solid starting map. What sets this article apart is the pitfalls section. Inventory forecasting and email marketing show up on every roundup like this one. This one tells you how each one might fail, and why, can be the difference between a successful pilot and a write-off.

Key Insight: It's been said before, but it doesn't hurt to say it again. AI has many potential use cases that sound great on paper. But without process clarity, ownership, and governance, the likelihood of success falls off a cliff.

Read the Breakdown →

AI Inside Four Small CPA Firms

Four small CPA firms, each aiming AI at one bottleneck instead of overhauling the whole practice. One targeted slow tax research. Another fixed a weak client intake process and picked up about 25% more conversions. A third automated a slow approval workflow, and the last firm wrote a tool to track client satisfaction in real time.

The Practical Angle: These firms didn't try to reinvent their business. Each found a process costing time or money and pointed AI at it. Four firms with four different issues, and the same targeted approach worked for them all.

View the Case Study →

Real SMB AI Successes (and Failures)

Three businesses, three different approaches to AI. A creperie runs ChatGPT inside its POS system to track inventory in real time and adjust the menu when ingredients run short. A cafe used AI-generated artwork for a menu redesign and got called out by customers for it. A seafood restaurant skipped AI altogether, betting that its own eye for quality beats automation anytime.

My Take: This is an excellent snapshot of small business AI adoption: two owners tried it in different ways, one skipped it, and each landing on a defensible answer for their risk tolerance and business needs.

Read the Article →

Quick Hits

.Foundations

How AI Fits in Small Businesses

A plain-language rundown of where AI can help in a small business today: accounting, chatbots, CRM, marketing, even recruiting. It also correctly identifies the real risks to be aware of (hallucinations, bias, data privacy) instead of glossing over them.

.Video

Real-World AI Strategy

This video walks through a practical AI framework for small businesses: assess risks, connect AI to your business data, and get more out of the AI tools already built into Office and Google Workspace. If you've only got a few minutes, jump to 27:15 for some no-setup demos.

.Deep Dive

Where AI Excels (and Where It Doesn't)

A technical review of where AI holds up for a small business today (drafting, summarizing, first-pass triage) and where it still falls short (judgment calls, anything unsupervised and customer-facing). Lands on a simple three-tool stack instead of a ton of subscriptions.

Industry Developments

Anthropic Adds Invisible AI "Watermark"

In response to EU AI regulations, new Claude models will watermark text and images. The idea is that models will embed a statistical pattern by subtly biasing word choices. Intended to increase transparency, some argue it penalizes average users and remains easy for bad actors to circumvent.

A Small Business Welcome Mat in ChatGPT

OpenAI launched a small business program, pairing training webinars and in-person sessions with integrations into many business applications. It's a clear signal that small business owners are a market worth building for, not an afterthought of the enterprise pitch.

Alright, that's a wrap for the week!

I built this issue because SMB AI tool lists and how-to guides have value, but what I see less often is the follow-up: a specific business, a specific tool, a specific strategy, and what actually happened when it was deployed. That's the gap this issue tries to close.

If you've adopted something specific this year and it moved a number, hit reply and tell me what it was. I'd love to hear about it, and would be happy to tell your story in the next newsletter.

Thoughts?

Artificially Intelligent, Actually Useful. is brought to you by iS2 Digital
Your Software at the Speed of Change

Click here to subscribe, if you want to receive our newsletter directly.

Explore More Newsletters

July 31, 2026

Got a project in mind?
Tell us about it.

Let’s Talk

Artificially Intelligent, Actually Useful.

Where Small Businesses Start

AI Inside Four Small CPA Firms

Real SMB AI Successes (and Failures)

Quick Hits

Industry Developments

Explore More Newsletters

Check the Expiration Date

Your Own Best AI Pilot

The Tale of AI and the White-Collar Job

Got a project in mind?
Tell us about it.

Artificially Intelligent, Actually Useful.

Where Small Businesses Start

AI Inside Four Small CPA Firms

Real SMB AI Successes (and Failures)

Quick Hits

Industry Developments

Never miss a post! Share it!

Better Business, Not Better Buzzwords

Explore More Newsletters

Check the Expiration Date

Your Own Best AI Pilot

The Tale of AI and the White-Collar Job

Got a project in mind?Tell us about it.

Got a project in mind?
Tell us about it.