The support ticket that goes to the wrong agent is a problem that compounds. The wrong agent has to spend time figuring out they’re the wrong agent. Then someone has to transfer the ticket. Then the customer has to re-explain their problem. Then the clock on resolution time has ticked forward while the customer’s patience … Read more
Reactive customer service is the default: customers experience a problem, customers raise a ticket, the support team responds. This model works, in the sense that customers eventually get help. But it’s not the model that produces loyalty. The service interactions that genuinely differentiate a business are the ones where the company noticed a problem before … Read more
Customer satisfaction surveys are the industry standard for measuring support quality — and they have two big problems. First, most customers don’t fill them in, so you’re measuring the opinions of a self-selected minority. Second, even when they do, the survey result arrives after the conversation has ended and the damage, if any, has been … Read more
Before you renew that $20-a-month AI subscription, ask one honest question: is the free version actually not good enough, or have you just never properly tried it? Free tiers in 2026 are substantially better than they were two years ago, and for many everyday business use cases they’re genuinely sufficient. This isn’t about being cheap … Read more
Most small business owners have a vague sense that their AI tools are “probably worth it” — and that vague sense is doing a lot of work. Some subscriptions are absolutely worth it. Some are quietly costing more than they return. Without a simple way to tell the difference, you end up renewing everything out … Read more
Most people accept the price on the pricing page as a fixed number. It rarely is. SaaS vendors, including AI tool vendors, have flexibility on price that they don’t advertise and will apply when asked properly. The businesses that negotiate consistently pay meaningfully less than the ones that just click “subscribe” — for the same … Read more
The per-seat AI subscription model has a specific failure mode that’s easy to fall into and surprisingly expensive: you buy seats for everyone who might use the tool, and then most of them don’t. The enthusiastic person who championed the tool is using it daily. The other fourteen people on the plan opened it twice … Read more
The fully-loaded AI stack of 2026 — a writing assistant, a research tool, a meeting notes app, an image generator, a coding helper, and a chatbot for quick questions — costs somewhere between $150 and $300 a month per person. The all-in-one alternative costs $20 to $30. That gap is real, and for most teams, … Read more
The best time to audit your AI subscriptions was six months ago. The second best time is right now, before another quarter rolls by and the stack quietly grows a few more tools wider. The good news: this doesn’t need to be a big project. A focused two hours, a clear template, and a willingness … Read more
Marketing teams don’t guess which ad headline will perform better — they run the experiment, collect data, and let real-world performance determine the answer. The same logic applies to AI prompts, and for the same reason: intuitions about what will work are unreliable, the performance difference between a good prompt and a great prompt is … Read more