TS/Tommy Saunders·AI SYSTEMS · OPERATOR
SITE LIVE
00 · HERO

01 · OPERATOR · TOMMY SAUNDERS IO

LIVE

Intelligence
That's not
Artificial.

I build systems that make AI operational — pipelines a broker can run, ledgers an auditor can trust, agents that ship work and write back what they did.

LOCATIONKANSAS CITYTZCDTROLEOPERATORVERSIONv26.05.13
01 · OPERATOR · TOMMY SAUNDERS IO3 words
01 · STATEMENT

Statement

LIVE

Tommy Saunders is the Senior Marketing Technology Strategist and AI Systems Architect at Windfield Real Estate.

I build AI-native operating systems that turn agent infrastructure into business outcomes — not demos, not vibes, pipelines a broker can run on a Monday morning. Every system traces back to a real production run.

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04 · LIST

What I do

LIVE
01
AI Systems Architectureprompt engineering · agent pipelines · MCP servers
02
Marketing TechnologyCRM · content ops · LinkedIn automation · GTM strategy
03
Commercial Real Estate IOproperty intelligence · enrichment · deal funnel
04
Platform EngineeringNext.js · Supabase · Vercel · edge functions
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03 · GRID

What I build

LIVE
01

Windfield IO

A live operating system for commercial real estate. Property intelligence, agent dispatch, deal funnel — all in one tonal interface.

02

Intelligent Operations

The IO platform itself — 15 workspaces, 47 nodes per workflow, agentic pipelines as a first-class object.

03

Operator Essays

The math, lineage, and operating principles. Roughly weekly. Every essay traces back to a real production run.

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04 · LIST

Current operator stack

LIVE
01
Claude Sonnet 4.5primary author · prompt engineering
PRIMARY
02
Next.js + Vercelapp platform · ISR · edge functions
PROD
03
Supabasepostgres · auth · edge · real-time
PROD
04
Notioncontent source · webhook sync
PROD
05
LinkedIn APIOAuth · publishing · campaigns
PROD
06
Mapboxproperty maps · datasets
PROD
07
Resendtransactional email · SMTP
PROD
08
MDXcontent authoring · components
PROD
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99 · CTA

Action

LIVE

Need an operator who actually ships?

I work with teams that want AI as infrastructure, not theater. Pipelines a broker can run on a Monday morning.

call to action2 links