Douglas Thompson, CFA

A B2B SaaS company serving the needs of professionals in the commercial real estate industry with AI-powered workflow agents.

[Douglas Thompson, CFA @CfaDouglas]

@AndreasSteno Yes never underestimate human ingenuity. The question remains if that ingenuity can replace the lost barrels fast enough to prevent a UST market meltdown. Is your analysis constrained temporally?

[Douglas Thompson, CFA @CfaDouglas]

@MacroEdgeRes Including those with transponders toggled off?

[Douglas Thompson, CFA @CfaDouglas]

@LukeGromen China issuing reinsurance backed by USTs.

[Douglas Thompson, CFA @CfaDouglas]

@imetatronink @BurnedOperator @LukeGromen @thinkdefence @sovietarmyfan Semantically correct directionally equivalent for end result.

[Douglas Thompson, CFA @CfaDouglas]

@TMTLongShort Not if ROW is unwilling to finance his deficits

[Douglas Thompson, CFA @CfaDouglas]

@KobeissiLetter How does your playbook here factor is the constrained physical supply of oil and these two factors: there is no longer a single counterparty to a Trump deal vis a vis the Mosaic Doctrine triggered by the assasination of the supreme leader and complexity of tanker insurance?

[Douglas Thompson, CFA @CfaDouglas]

@LukeGromen Another banger Tree Rings report dropped Friday. One question: out of curiosity you didn’t mention the equity vol driven by AI feature releases this week by Anthropic. Driving one venerable blue chip down to its largely single day loss since 2000. The system feeding on itself.

[Douglas Thompson, CFA @CfaDouglas]

@r0ck3t23 Yessir. He should know better than most. Will be fascinating to watch how people adjust. What new jobs will emerge and how people will use AI to make money in ways not contemplated. I suppose many just give up and become societal burdens. Likely to be chaos.

[Douglas Thompson, CFA @CfaDouglas]

@0xzak I am reading this for sure. My bill is off the rails stupid. Thanks for sharing a solution.

[Douglas Thompson, CFA @CfaDouglas]

@damianplayer RALPH

[Douglas Thompson, CFA @CfaDouglas]

@onechancefreedm As @LynAldenContact says: nothing stops this train!

[Douglas Thompson, CFA @CfaDouglas]

CRE’s next competitive moat isn’t capital or relationships.

It’s whether your firm has organizational AI fluency - the ability to frame the right questions, interpret outputs, validate conclusions, and orchestrate agents at scale. 🧠🏰

McKinsey calls it a 7× demand shift. In practice, it’s already separating winners from laggards.

[Douglas Thompson, CFA @CfaDouglas]

After 40 years in CRE, I've watched three technology waves reshape our industry. The pattern is identical each time: early adopters gain 3-year leads that late movers never close. We're 18 months into the agentic AI wave. Where's your firm positioned?

[Douglas Thompson, CFA @CfaDouglas]

The danger isn’t AI replacing underwriters; it’s underwriters automating the wrong tasks. McKinsey’s “jagged edge” shows what should be automated, augmented, or human-only. Know the edge or get cut by it. #CRE #AI #FutureOfWork
#CRE #PropTech #AIWorkflow #FutureOfWork

[Douglas Thompson, CFA @CfaDouglas]

🎻 CRE underwriting isn’t broken — the score is outdated.
Most firms keep trying to “add AI” like swapping in a few new musicians. It never works.
💡 McKinsey’s orchestra metaphor nails it:
You can’t replace half the musicians with AI agents unless you rewrite the score, retrain the players, and redesign the stage.

The-Symphony-Orchestra-Metaphor…
In multifamily, that means:

🎼 Rewrite the workflow
Stop forcing 6-week underwriting templates to limp along in a volatility regime.

🥁 Retrain analysts
No more brute-forcing OMs, rent comps, and tax assumptions in 20 tabs of Excel.

🎹 Redesign the tech stack
Agents do the extraction, simulation, risk modeling, and timeline probability curves. Humans make capital decisions.
With AgentiCRE, Alan isn’t a “chatbot” bolted onto old processes. He’s the new score for valuation and deal execution.

🚀 10x faster. 10x deeper. 10x more probabilistic.
Ask yourself:
Are you rewriting your firm’s score, or just handing AI musicians the old sheet music?

👇 Drop a comment if you’re ready to see how orchestration actually works in multifamily underwriting.
#CRE #Multifamily #PropTech #AIAgents #Underwriting #CapitalMarkets #WorkflowDesign

[Douglas Thompson, CFA @CfaDouglas]

Your competitors just analyzed 10 deals while you finished one. ⚡

That's not hyperbole. That's the new math of CRE.

$95B in productivity gains. Available now. The question isn't "Can AI transform CRE workflows?"

It's "Which firms will capture the value first?" 🎯

[Douglas Thompson, CFA @CfaDouglas]

🔥 Most CRE teams are playing small with AI - and it’s costing them millions.

They’re automating tasks (copy/paste, model clean-up, doc parsing) and celebrating 10% time savings… while the firms redesigning entire workflows are getting 10x productivity gains and closing deals faster than you can schedule an IC meeting.

🚀 The difference? Strategy + systems thinking. Not tools.
👉 See the breakdown below and ask yourself: Are we still operating like it’s 2015?
Ready to find your first 10x workflow? DM me “WORKFLOW” - I’ll share with you AI trends that will massively help you in 2026.

#CRE #PropTech #AIAutomation #Underwriting #SystemDesign

[Douglas Thompson, CFA @CfaDouglas]

🚀 AI Fluency exploded 7x in 2 years - fastest CRE skill growth ever! 🧠 It's not coding. It's knowing how to WORK WITH AI: frame questions, validate outputs, orchestrate agents. CRE pros: This is your 2026 competitive edge. #AIFluency #CRE #PropTech #AIWorkflow