Field Notes

Plain answers to the questions founders actually ask.

Short, practitioner notes on business automation and AI: what the role does, how it compares to the alternatives, and what it costs. Written for founders weighing whether to hire, outsource, or install the function. No hype, no forecasts, just the working answer.

Research

The pressure shows up in delivery.

For agencies and consultancies, start with the repeated handoffs between winning work, delivering it, and getting paid. Research, existing software options, and the business case for implementation.

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Decision

Build vs. buy AI for small firms

When an off-the-shelf tool is the right answer, when thin automation on top of your existing stack beats another subscription, and who should own the decision when there is no CTO.

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Methodology

Automations that keep working after handover

Most small-business AI dies within a quarter of the demo. The six ways it happens, and the engineering discipline — monitoring, evaluations, a kill switch, a runbook — that keeps a system alive after the builder leaves.

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Framework

The 90-day AI implementation roadmap

The exact roadmap behind every Jovadan engagement, published in full: two weeks of diagnosis, agreed workflow improvements through scoped implementation, and embedded counsel throughout. Run it yourself or bring me in.

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