WHAT WE KNOW.
WHY IT MATTERS.
Research, analysis, and field intelligence from the superGM.ai team — covering the questions operators are asking and the knowledge gaps the current category cannot fill.
New Entrant. Same Architecture.
When a new platform enters the restaurant analytics market with the same underlying architecture as the platforms that have been there for twenty years, it tell...
The Wrapper Question: What Is Your Restaurant AI Platform Actually Built On?
The most important architectural question to ask any restaurant AI platform is not what it does — it is what it is built on. The answer determines whether the i...
Everyone Is Predicting. Nobody Is Seeing.
The restaurant AI market operates in two tenses. Legacy platforms report what happened. AI upstarts predict what is probably going to happen. Neither of them bu...
Seventy Integrations. One Human. Zero Actions.
There is a category of restaurant technology platform whose entire product is the pipe. They connect to your POS, your labor platform, your inventory tool, your...
You Did Not Buy Software. You Bought a Retainer.
There is a class of restaurant technology platform that markets as software and operates as consulting. You pay a monthly license. You receive, in practice, a q...
What They Promised in the Demo. What Deployed.
Restaurant operators spend an average of 4.2 months evaluating software before purchasing. They spend that time comparing demos, reading case studies, and talki...
The Questions Your Restaurant AI Vendor Cannot Answer
Every platform in the restaurant AI market has a demo. The demo shows you the best version of the product in a controlled environment with a skilled operator ru...
The IP Audit: What Restaurant AI Platforms Actually Have
Before you sign a restaurant AI contract, ask one question: what does this platform have that a funded team could not rebuild in 90 days? If the answer is mostl...
A Letter to the Restaurant AI Vendors
This letter is addressed to the teams behind the decision intelligence platforms, the observability tools, the management suites, the benchmarking products, and...
Your BI Workbench Is Not Your Operations Platform. Stop Treating It Like One.
Every serious restaurant operator has a BI stack. Analytics platforms. Custom layers on top of their POS. Some have invested hundreds of thousands of dollars in...
Why the Restaurant AI Category Still Leave Operators Flying Blind
We assessed every significant AI platform in the restaurant market. The assessment is not adversarial — every platform reviewed has genuine capabilities and gen...
Data → Decisions Is the Wrong Arrow.
There is a session at Restaurant Leadership Conference 2026 called "Data to Decisions: How AI Drives Operations & Performance." Read the title slowly. Data to d...
AI Metrics That Are Vanity. And the One That Isn't.
Every AI platform in the restaurant category reports metrics. Most of the metrics measure the platform, not the operation. This is a partial list. Feel free to ...
Operations Won't Save You. Execution Will.
The session title is correct: the restaurants that win this cycle will not win on margin engineering. They will win on how they run. The next sentence is what t...
Voice AI at the Drive-Thru: The Speaker Is Not the Restaurant.
Voice AI took the order. That is an accomplishment. It is also the end of the story the voice AI category can tell. The speaker is not the restaurant. Everythin...
Fragmentation Isn't Your Problem. Awareness-Layer Tools Are.
The sessions will argue that tech stack fragmentation is the problem. Too many tools. Too many dashboards. The solution proposed will be a contextual intelligen...
Most operators who apply
will not be selected.
We work with operators whose operation, culture, and competitive position fit what we built this for. We review every application individually. We select from the backlog.
If you are reading this because a competitor sent it to you, they may already be in production. We don’t confirm or deny active deployments.