Independent field notes / Business AI

Work,
rethought.

The next generation of business AI is more than a better chatbot. Understand the models, agents and systems changing how work gets done.

Find your starting point

01 / The reading list

Five layers.
One clearer picture.

Practical comparisons, implementation trade-offs and questions worth asking before you buy.

02 / Our approach

Less prediction.
More evaluation.

A benchmark is not a business case. A fluent answer is not a completed task.

We organise AI around the decisions teams actually face: what to automate, what to measure, where to keep a human involved and how to avoid expensive dependencies.

  1. 01

    Define the outcome

    Name the work, its owner and an observable success condition.

  2. 02

    Test the hard cases

    Evaluate messy inputs, missing permissions and costly mistakes—not just ideal demonstrations.

  3. 03

    Account for the whole system

    Include review time, integration, governance and recovery in the cost.

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