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The Generative Beginning sealTGB

Real Estate · Run Better

AI systems to run better in real estate.

What is slowing everything down?

The bottleneck

Brochure marketing, slow follow-up, and no record of who is actually buying.

What matters here

Buyers · Positioning · Sales process · Partnerships

A developer replaces brochure marketing with a real sales system.

The machines we put in

SYS-03 · SYS-04 · SYS-01

SYS-03 Ops Agents

The repeated internal work runs itself and reports when it doesn't.

SYS-03Tool-calling agents · Workflow runtime · Audit log · Exception queue
  1. Trigger

    A form, an inbox, a spreadsheet row, a scheduled hour

  2. Agent 01

    Read the request and classify intent

  3. Agent 02

    Pull the data from the systems of record

  4. Agent 03

    Execute the action or draft the document

  5. Agent 04

    Log the run and flag exceptions

  6. Human check

    Your team handles only the exceptions

  7. Output

    Hours back per person, per week

SYS-04 Revenue Intelligence

Every conversation, invoice and campaign becomes one readable picture.

SYS-04Warehouse · Semantic layer · Analyst agent · Alerting
  1. Trigger

    Data lands in any connected system

  2. Agent 01

    Unify sources into one model

  3. Agent 02

    Detect movement, churn risk and opportunity

  4. Agent 03

    Write the narrative, not just the chart

  5. Agent 04

    Push the next action to the owner

  6. Human check

    Leadership reads a briefing, not a dashboard

  7. Output

    Decisions made on Monday, not month-end

SYS-01 Inbound Engine

Turn attention into qualified conversations without a human touching the top of the funnel.

SYS-01LLM routing · Enrichment APIs · CRM sync · Email automation
  1. Trigger

    A visitor lands, downloads, or asks a question

  2. Agent 01

    Enrich the contact from public sources

  3. Agent 02

    Score fit against your ideal customer

  4. Agent 03

    Draft a first reply in your voice

  5. Agent 04

    Sequence follow-ups until a reply lands

  6. Human check

    You approve the shortlist and take the call

  7. Output

    Booked meetings with context attached

The first build

  1. 01Map how the business actually works
  2. 02Organise the parts that connect
  3. 03Automate the repeated work
  4. 04Put planning and reporting in place

Related work

Replacing brochure marketing with a sales system

Beautiful renders, no pipeline.

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Take something with you

The Property Sales System Checklist

Replace brochure marketing with a pipeline you can see.

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Find out which system you need first.

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