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The Generative Beginning sealTGB

Family Business · Build A Product

AI systems to build a product in family business.

What should exist that doesn't yet?

The bottleneck

The business runs on one person's memory and one generation's network.

What matters here

Legacy · Next generation · Modernisation · Growth

A second-generation business modernises its brand and opens a new revenue line.

The machines we put in

SYS-06 · SYS-03 · SYS-04

SYS-06 Product Build

From prototype to a live product with AI inside it, not bolted on.

SYS-06Rapid build · Evals · Telemetry · Handover docs
  1. Trigger

    An idea that needs to exist by a date

  2. Agent 01

    Prototype the core loop in days

  3. Agent 02

    Instrument usage from the first build

  4. Agent 03

    Ship, measure, cut what nobody uses

  5. Agent 04

    Hand over a system your team can run

  6. Human check

    You own the roadmap; we own the velocity

  7. Output

    Software in market, not in slides

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

The first build

  1. 01Test the idea
  2. 02Design the first version
  3. 03Build it
  4. 04Launch it
  5. 05Learn and improve

Related work

A second generation takes the business forward

Forty years of trust, one very tired business model.

Read the build →

Take something with you

Succession To Growth Map

Modernise a family business without erasing what built it.

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