We always believed
in the mission.
The tools just got better.

Not literally — but close enough. In 2019 we started writing about something that had been bothering us for a while. Walk into almost any small business office and you'd find the same scene: good, capable people buried under avalanches of repetitive work. Copying and pasting data between five different apps. Processing the same type of order hundreds of times a day. Filling out forms that fed into other forms. Not because the work was hard — it wasn't. Because there was simply so much of it, and none of it required a single creative thought.

We'd seen what this kind of grind did to people — the headaches, the burnout, the slow erosion of the enthusiasm someone had on their first day. We'd also seen what happened when you took that grind away. One woman we knew spent four to five hours every single day processing around 400 orders. A repetitive process. Mindless, soul-crushing work. Once automation handled it, she didn't just get her afternoons back — she became a Managing Partner of the firm. That story stayed with us. It still does.

The technology we were working with then was Robotic Process Automation — RPA. Software that could mimic human actions on a computer: log in, click, copy, paste, submit, repeat. Fast. Accurate. Tireless. It wasn't glamorous, but it worked. And at the time, it was starting to become affordable enough for small and medium businesses to actually use. For years the Fortune 500 had been using automation to scale faster than everyone else. We wanted to level that playing field.

There's a line in our December 2019 blog post that, looking back, is almost embarrassing in how perfectly it captures where we were. Writing about RPA and the future of automation, we stopped to address something on the horizon:

Ambivalent. That was the honest word. RPA was rational, predictable, rule-based. You told it exactly what to do and it did exactly that — nothing more, nothing less. AI felt like something else entirely. Something that could think. Something we couldn't fully trace or control. Something that, in our heads, still carried the faint shadow of science fiction.

So we focused on what we knew. RPA was real, it was working, and it was helping people. We figured we had maybe five years before the world changed significantly enough that we'd need to reckon with whatever AI was going to become. Five years felt like enough runway to build something solid.

Late 2022. AI went from something that intrigued and frightened us in equal measure to something that was suddenly, undeniably, everywhere. Not in a science fiction way. In a practical, immediately useful, genuinely astonishing way. The same kinds of repetitive tasks we'd been automating with bots — reading emails, drafting responses, classifying data, answering customer questions — could now be handled by something that didn't just follow rules. Something that understood context. Something that could reason.

The RPA world noticed immediately. Within a year, major RPA platforms had lost enormous value as the market realized that AI didn't just complement automation — it threatened to leapfrog it entirely. The tools we'd been building around were being disrupted by the very technology we'd been hesitant about in 2019.

We had written those words about businesses that refused to adopt automation. By 2023, we were sitting with those words pointed back at us. Adapt or fade. The irony wasn't lost on us.

So we did what we'd always told our clients to do. We stopped, looked honestly at what was happening, and asked: where is the highest-value version of this mission right now? Not what tools we were comfortable with. Not what we'd already built. Where was the real opportunity to help small businesses compete?

Expandabot in 2026 looks very different from Expandabot in 2019 — but it's built on the exact same foundation. The belief that the best technology shouldn't be locked behind Fortune 500 budgets. The conviction that freeing people from repetitive work is genuinely good — for businesses, for employees, for the quality of customer interactions that happen when people aren't buried.

What changed is the tool. Instead of software bots that mimic human clicks, we build with Claude AI — Anthropic's large language model, widely regarded as the most capable and safety-conscious AI available. Claude doesn't just follow rules. It understands questions. It reads context. It can hold a real conversation with your customers at 2am, answer their specific question about your specific services, capture their information, and get them booked — all without anyone on your team lifting a finger.

That woman who spent five hours a day processing 400 orders? RPA gave her afternoons back. Claude AI gives her voice back — a 24/7 presence on her business that sounds like her, thinks like her best employee, and never gets tired, stressed, or overwhelmed. That's not an incremental improvement. That's the mission, finally running at full speed.

We're still a little intrigued. We're still a little cautious. But we're not ambivalent anymore. We've seen what this technology does when it's in the right hands — built thoughtfully, for the right reasons, with small businesses at the center. And we've got too much of 2019's optimism still in us to be anything but excited about what comes next.