Insights

Practical ideas for getting more from your data.

No-jargon thinking on dashboards, strategy, and the tools that actually move the needle.

AI & the road ahead

The honest answer to 'will AI replace my staff?'

AI is not going to replace your team, and anyone promising that is selling something. What it does is remove specific tasks, which changes the shape of jobs rather than the number of them.

3 min read

AI & the road ahead

What AI actually changes for a 40-person company

For a company of around forty people, AI changes the cost of reading unstructured text and almost nothing else yet. That single shift is worth more than it sounds, and it is not the shift most articles describe.

3 min read

Data, practically

The cheapest data quality fix: collect less

The fastest way to improve data quality is not to clean more carefully but to collect less. Unused fields get filled in carelessly, and that carelessness spreads to the fields you rely on.

3 min read

Data, practically

Spreadsheet or system? A one-page decision guide

A spreadsheet is the right tool far longer than software vendors suggest, and the wrong one long after most businesses notice. Six questions settle which side of that line you are on.

3 min read

Signals

Frontier models keep leapfrogging. What matters for you

Model releases now arrive faster than any business can evaluate them, and almost none of it changes what you should do. One trend matters for operators; the rest is scoreboard.

3 min read

Data, practically

Five signs your reporting is costing you a day a week

Bad reporting rarely announces itself as a cost — it shows up as hours nobody counts and decisions made on numbers nobody trusts. These five symptoms mean it is already happening.

3 min read

Data, practically

Dashboards nobody opens: why, and three fixes

Most unused dashboards fail for one of three reasons: they answer nobody's actual question, they cannot be trusted, or they arrive at the wrong moment. None of those are solved by better charts.

3 min read

AI & the road ahead

The winners of the AI shift will have clean data

Every AI application is limited by the data it reads, and most businesses discover this after buying the tool rather than before. Clean data is the boring prerequisite that decides whether any of it works.

3 min read

Field notes

How we audited our own website's lead funnel

We audited our own marketing site the way we would audit a client's, and found it was throwing leads away — not through a bug, but through an ordering decision nobody had questioned. Here is the method, and the four findings that mattered.

5 min read

Signals

AI search is replacing the ten blue links

Search results are becoming answers rather than lists of links, which changes what it means to be findable. For most small businesses the practical response is to be quotable rather than to chase rankings.

3 min read

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