Practical AI implementation insights

Guidance for organizations that want AI to change how work actually gets done, written from hands-on implementation rather than product announcements.

These articles cover the questions that come up most often before and during an engagement: what a license does and does not buy, how to connect an assistant to company data without handing it everything, and where a person has to stay in the loop. Each one ends with the most relevant next step.

Latest articles. Newest first.

Connecting AI to your business tools with MCP

Learn what MCP means, how it can connect AI to business information, and what to consider before testing a custom integration.

Can a small law firm use AI with client files?

Yes, if client files stay in the firm's own accounts, the setup reaches only what one job needs, and an attorney approves every draft before it goes anywhere.

Earlier articles. Each one ends with the most relevant next step.

Most of these questions come up in an Workflow Review, and the worked demonstration shows the same controls applied to one workflow from request to approved record.

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Have a workflow this applies to?

Bring the problem, the systems involved, and who does the work today. The first conversation is a short fit check, not a sales pitch.