AI implementation,
in practice.

Selective engagements for individual operators in real estate and finance. Each system built end-to-end by the founders.

§ 02

Selected Work

2025 · 1 of 1
meridian / brickell / 03:42

Meridian.

Six hours of property research, reduced to eight minutes. An autonomous research operation for Florida CRE.

Year
2025
Scope
End-to-end
Industry
CRE
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§ 03

The Approach

Four stages · 9–18 weeks
I

Discovery

We map your operation top-to-bottom — every workflow, every data flow, every place a person is doing what an AI could do better.

On-site immersion. Workflow audit. Opportunity register.

II

Architecture

We design the implementation. You see exactly what we will build and what it will cost before a line of code ships.

Technical architecture. Scope statement. Fixed-fee proposal.

III

Implementation

We build. End-to-end. The same two people from discovery write the code, train the models, and integrate the systems.

Production deployment. Live monitoring. Knowledge transfer.

IV

Stewardship

Once it is running, we stay close. AI systems drift. Yours will not.

Quarterly review. Monthly tuning. On-call escalation.

Implementation begins with a private conversation.