Best practices
Educational guidance on prompts, campaigns, data hygiene and call flows.
Writing effective chatbot prompts
Structure, boundaries and escalation language that produce reliable assistant behaviour.
Organising contacts
Attributes, tags and hygiene rules that keep segmentation useful over time.
Campaign planning
Frequency, segmentation and measurement that protect your sender quality.
Designing AI call flows
Greeting, disclosure, confirmation and handover patterns for voice.
Designing AI voice agent escalation that customers trust
A practical framework for deciding when an AI phone agent should resolve, escalate or hand off to a human — and what to configure before you go live.
WhatsApp campaign compliance: a practical guide for businesses
Educational guidance on opt-in, templates, frequency, opt-out and record keeping for WhatsApp campaigns — with the disclaimer that it is not legal advice.
How to evaluate whether AI Calling is right for your business
A practical decision framework: which workflows AI phone agents handle well, where human agents still belong, and how to measure the outcome before and after.
Measuring messaging and voice performance: a practical framework
The operational metrics that show whether WhatsApp conversations and AI calling are working — response, resolution, escalation and campaign performance — and how to review them.