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Insights

Research that leads to better systems.

Workflow teardowns, competitive-intelligence examples, research into recurring operational problems, and notes from implementation. No generic AI news.

Illustrative graphic: Insight notes

Articles

Workflow teardownIn progress

What happens between "new lead" and "first reply" in a 15-person SaaS team

Every manual step, mapped, and which ones a workflow can take over.

ResearchIn progress

What AI assistants say when buyers ask about your category

A repeatable method to check your visibility in ChatGPT, Perplexity and Gemini.

Implementation noteIn progress

Designing an AI step that can't invent facts

Source-locked prompts, validation rules and a citation check.

Sample reportPlanned

A competitor positioning brief, start to finish

The full sample from our Competitive Intelligence project, with every source.

AssessmentPlanned

Which of your workflows are worth automating?

A simple scoring method: frequency, time, error cost and data access.

Workflow teardownPlanned

Your team pays for Claude or ChatGPT. Here's what it could be doing.

Five repeatable workflows for small sales and marketing teams.

Want us to look at your process?

Describe one workflow that takes too long. We'll tell you whether, and how, it's worth systematizing.