Insights
SMB teams get the best results by starting with narrow, high-frequency workflows and measuring outcomes before expanding usage.
Good first candidates are lead qualification follow-up drafts, customer support reply templates, and first-pass proposal summaries. Pick one workflow that runs daily and already has clear acceptance criteria.
Define what the assistant can draft, what must be approved by a person, and what data should never be pasted into prompts. A simple human review gate protects quality while preserving speed gains.
Measure response-time reduction, manual hours saved, and conversion impact on the workflow you automate. If no metric improves after 2-4 weeks, adjust prompts and process design before adding more automations.
This approach reduces tool churn and gives you auditability when automation starts affecting customer communication.
