
AI automation for small business: pick your first workflow
Start with a recurring operational problem, not a chatbot demo. A practical way to choose, pilot, and measure your first automation.
Read guideDonDev insights
Field notes, practical frameworks, and honest case studies for teams connecting their tools, leads, and operations.

Start with a recurring operational problem, not a chatbot demo. A practical way to choose, pilot, and measure your first automation.
Read guide
A research-led comparison of the decisions that matter after the demo: who hosts it, how usage is billed, and how work recovers when it fails.
Read guide
What happens after a lead is captured matters just as much: reliable deal transitions, payment updates, project handoffs, and an exception queue people can use.
Read guide
A voice agent should never invent availability or claim a booking from conversation alone. Here is the tool-backed path from a caller's request to a real appointment.
Read guide
A signed deal should start a controlled handoff, not a chain of assumptions. Design the path from approved scope to a genuinely ready kickoff.
Read guide
One event moved through Trello, Zoho Forms, SimplyBook, and Connecteam. DonDev designed a single eleven-stage pipeline around the way the team actually worked.
Read case study
Lead automation works best when it strengthens the CRM your team already trusts instead of introducing another place to check.
Read guide
Use workflows for known rules and AI agents for bounded judgment. The strongest systems make that boundary explicit.
Read guideDonDev publishes these guides as practical explanations of automation design. New articles are developed with AI assistance and cite official documentation for platform behaviour. Examples are labelled when hypothetical; they are not claims of measured client results.
Product limits, pricing, and integrations can change. Check the linked documentation before choosing a platform. Corrections and questions can be sent through our contact page.
Have a process in mind?