Last week our team spent three days at Atlanta AI Week, and the energy in the building was real. Talks were bursting at the seams. Rooms hit standing room only well before sessions started. The excitement was palpable, and the speakers, by and large, did a fantastic job.
And yet the Strongly team walked away with a feeling we could not shake.
“Something was missing.
The talks felt buzzword heavy
"AI operating system" got tossed around like everyone in the room had quietly agreed on what it meant. "Agentic" was everywhere. A lot of the "lessons" being shared were old lessons from the last decade of digital transformation, repackaged with a fresh label. If you have been in this space long enough, you have heard most of it before.
That is not to say the content was bad. Headline sessions were strong, several panels had teeth, and the networking was genuinely valuable.
Real credit to the organizers. Pulling together an event of this scale, with this caliber of speakers and this level of turnout, is a massive lift. They built the room, and they built it well. What follows is not aimed at them. It is aimed at the broader AI conversation, and the gap we kept noticing in the room.
The texture of the room was different from what we expected
Walk the hallways and you saw a lot of people talking about AI. A lot of consultants pitching AI advisory services. A lot of "AI use cases" that, if you squinted honestly, would have been better solved with traditional ML, or in some cases a SQL query and a well placed if-statement.
What we did not see enough of were the people we usually run into on the actual front lines. The ones with bloodshot eyes who have not slept a full night in over a year. The ones getting their arms and legs blown off learning the hard lessons of implementation. The teams who can tell you, in painful detail, why their first three agent architectures failed and what the fourth one finally got right.
The engineers were not the only voice missing
We did not see enough from the business leaders standing behind those builders either. The ones making real time decisions about whether to partner with OpenAI, Anthropic, or self-host because security and compliance will not let them do anything else. The ones absorbing the integration headaches, working change management with skeptical departments, and answering to a board that wants to know why this quarter's AI spend has not produced a chart yet. Different front line. Same fight.
Who showed up
Sharp, articulate, polished
Headline keynote speakers
Many of them excellent. Several panels had teeth.
AI advisory consultants
Pitching strategy decks and frameworks for "AI transformation."
Vendor talks
Demos of the next "AI operating system" or "agentic platform."
Use cases that did not need AI
Problems a SQL query and a well-placed if-statement would have solved.
Who we missed
Bloodshot eyes, unfinished sentences
Engineers shipping in production
The ones who can tell you why their first three agent architectures failed.
Business leaders making the calls
OpenAI, Anthropic, or self-host. Compliance, vendor lock-in, board pressure.
Change-management owners
Working skeptical departments. Answering to a board that wants a chart this quarter.
The post-mortem holders
The teams who tore down two systems before the third one finally worked.
In fairness, it is also possible those folks were simply too heads down to attend. When you are knee deep in a production incident, or three weeks behind on a launch, blocking out three days for a conference is a luxury you can not always afford. We get that. But it leaves a gap in the room, and the gap matters.
A once-in-a-lifetime window
Because here is the thing. Those folks are not sleeping because they have clocked what this moment actually is. This is a once-in-a-lifetime window. The rules of software, of business, of how value gets created, are being rewritten in real time. Every minute you are not building, learning, or burning tokens on the next idea is a minute someone else is closing the gap on you. That kind of urgency does not fit cleanly on a slide.
“A lot of the room felt more like people who had built their presentations with ChatGPT than people who had shipped production systems using it.
The hallway gold
To be clear, the real builders were there too. We were testing the waters ourselves and bumped into plenty of folks doing the same. Some of the best moments of the week came from sidebar conversations with people quietly trading notes on what is actually working in production, what broke last sprint, what they tore out and rebuilt. Those conversations were the gold. If you attended and you were one of those people, this post is not about you. You already know exactly what we mean.
That is not a knock on the conference. It is a reflection of where the broader AI conversation is right now. The hype curve has pulled a flood of new voices into the space, and the signal-to-noise ratio is getting harder to manage at every event of this size.
The only way through is to ship
The hallway conversations told the same story. A lot of the folks we talked to are going all in on AI but seem caught up in the buzzwords. We can not stress this enough: the only way through is to get your hands dirty and ship.
Pick a real problem
One that has a measurable outcome and a person who cares about that outcome.
Build the ugly first version
Not the polished demo. The one that is held together with logging and bash.
Watch it break in production
Edge cases, latency, drift, integration friction. This is where the lessons live.
Fix it. Then ship the next one.
That loop is the only one that compounds. No amount of "AI operating system" framing on a slide replaces it.
Pick. Build. Break. Fix. Ship. Repeat. That is where the actual learning lives.
Atlanta is quietly becoming one of the most interesting AI cities in the country
Our takeaway is twofold. First, Atlanta AI Week is absolutely worth the trip, and Atlanta itself is quietly becoming one of the most interesting AI cities in the country. The talent density here is real. Georgia Tech is pumping out builders, the Fortune 500 footprint gives founders actual customers to sell to, and the community has a chip on its shoulder in the best possible way.
People here help each other. Intros get made. Coffees get taken. Nobody is too busy to talk to a builder with a real problem. We have worked in plenty of other markets, and Atlanta's generosity is not the norm. It is something special, and it is worth protecting as the city's AI scene scales up.
If you are a builder actually shipping AI in production, your voice is the one missing from these stages
Second, if you are a builder actually shipping AI in production, your voice is the one missing from these stages. So we are putting our money where our mouth is. Strongly will be applying to be on stage at Atlanta AI Week 2027, throwing our hat in the ring to share the unvarnished version of what we are learning in production. The failed architectures, the surprising wins, the implementation scars, all of it.
If you are in the trenches too, apply to speak alongside us. Bring the war stories, the post-mortems, the systems you tore down twice before they worked. The room needs you. See you next April.
Bring the war stories. The room needs you.
If you are shipping AI in production and you have something the stage has not heard, we want to compare notes. Strongly.AI builds with the people in the trenches.
Talk to an FDE this week