Business improvement
Before you automate, decide how the work should run
Why roles, handoffs, exceptions and service costs matter as much as the automation itself, from dealerships to service businesses.
4 min read
Insights
Practical insights from improving the work.
Anonymised lessons from marketing, stock analysis and workflow development, alongside practical guidance on improving business processes.
All topicsBusiness improvementMarketing automationStock & competitor analysisAI strategyGetting startedResponsible AI
Marketing automation
From stock photo to sales follow-up: joining up dealer marketing
What our automotive marketing work has taught us about connecting current stock, consistent content and a useful enquiry pipeline.
4 min read
Stock & competitor analysis
Stock intelligence: useful decisions start with trustworthy comparisons
Lessons from developing auction shortlists and competitor stock briefings, including why missing listings and cheap cars need careful interpretation.
4 min read
AI strategy
Before you buy an AI tool, map the workflow
A practical way to separate a useful AI opportunity from an expensive distraction.
4 min read
Getting started
How to choose your first AI agent
Five tests for finding a manageable first use case with a clear commercial outcome.
5 min read
Responsible AI
Where human oversight belongs in an AI workflow
A straightforward framework for keeping responsibility and judgement in the right place.
4 min read