Casey S. Potenzone @caseyp

I specialize in IP Monetization and GTM Strategy; but I'd rather be fishing. criticalasset.com Located between access points. Joined July 2007

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Casey S. Potenzone @caseyp

10 hours ago

This is the right framing. Most teams bolt AI onto broken data. The operating layer has to come first — trusted data, clear governance, then the intelligence layer delivers real value. Same pattern we see in building operations: you can't automate compliance if the underlying asset data isn't canonical.

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Casey S. Potenzone @caseyp

10 hours ago

Simplicity is an earned capability.

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Casey S. Potenzone @caseyp

13 hours ago

Simplicity is not a starting principle. It is an earned capability.

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Casey S. Potenzone @caseyp

13 hours ago

Here's the building. Here's the evidence. Here are the gaps. Here's the plan.

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Casey S. Potenzone @caseyp

2 days ago

CriticalAsset 2.1 makes it visible.

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Casey S. Potenzone @caseyp

2 days ago

Next week: the economics. Why insurance should reward what the building can prove.

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Casey S. Potenzone @caseyp

2 days ago

Grounded or silent. That is the bar.

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Casey S. Potenzone @caseyp

2 days ago

Every walk-through should make the building smarter.

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Casey S. Potenzone @caseyp

3 days ago

CriticalAsset 2.1 makes evidence gaps visible before the loss exposes them.

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Casey S. Potenzone @caseyp

4 days ago

CriticalAsset 2.1 is graph-first because cascades need connections.

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Casey S. Potenzone @caseyp

4 days ago

CriticalAsset 2.1 was built for the moment before all that happens.

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Casey S. Potenzone @caseyp

4 days ago

That is a memory problem pretending to be operations.

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Casey S. Potenzone @caseyp

4 days ago

CriticalAsset 2.1 turns operations into an evidence portfolio.

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Casey S. Potenzone @caseyp

4 days ago

CriticalAsset 2.1 asks: What asset? What obligation? What evidence exists? What's missing? Who owns the next action?

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Casey S. Potenzone @caseyp

4 days ago

This is what happens when the conversion process doesn't have continuous structural monitoring. The permit-to-occupancy gap is where buildings fail. Nobody tracks the load path changes in real time during conversion. The binder said one thing. The field did another. That delta is where people get hurt.

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Casey S. Potenzone @caseyp

4 days ago

Curious what @trajsingh is seeing re: the next wave of CRE tech investment thesis. Feels like the market is finally moving past "dashboards for everything" toward operational infrastructure — systems that own the data model, not just visualize someone else's. That's where the defensibility is.

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Casey S. Potenzone @caseyp

4 days ago

This is the right problem. The permit nobody closed, the inspection buried in a binder — that's where real risk lives. Not in dashboards. In the gap between what should exist and what actually got documented. How do you handle the provenance chain when the source docs are scanned PDFs from 2004?

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Casey S. Potenzone @caseyp

4 days ago

@MrJohnHJones The gap between "AI demo" and "enterprise AI that actually runs in production" is where 90% of PropTech vendors die. Curious if Kate covered the evidence problem — most systems can generate insights but can't prove provenance. That's the real enterprise requirement.

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Casey S. Potenzone @caseyp

4 days ago

The chatbot era trained the market to expect AI = blank text box. But buildings don't need conversations. They need structured evidence chains — asset → obligation → proof of compliance. An AI that cites its source or refuses to answer beats one that confidently hallucinates every time.