Some moments need a human voice. Know which ones and protect trust.

Quick take

AI is incredible at scale and consistency. But customers notice when empathy, nuance, or high stakes are missing.

Automate where it speeds things up.

Keep humans where it matters most.

When to keep it human. A simple decision tree you can use right away.

Concrete Examples

Keep human: onboarding check-ins for enterprise customers, billing disputes, retention calls where churn risk is high, executive escalations, decisions about refunds or legal exceptions.

Let AI handle it: password resets, step-by-step setup guides, standard how-to answers, templated status updates, initial triage and ticket routing.

Practical Guardrails

Always provide a clear handoff to a human during an interaction.

Log handoff reasons and timestamps to measure how often AI misses the mark.

Use AI for first drafts, but require human sign-off on tone and value decisions for sensitive messages.

Train staff on quick, empathetic takeover scripts so handoffs feel seamless to customers.

Here’s a one-line policy you can paste into your playbook, If it affects money, trust, or retention, start with a human. Use AI to prepare and empower that human, not replace them.

The 80/20 Rule for Human + AI Workflows

Let AI own the 80 percent that is repetitive. Keep humans for the 20 percent that matters.

Quick take

Apply the 80/20 rule to free up people for creativity, judgment, and empathy.

The trick is mapping tasks, setting boundaries, and instrumenting handoffs so humans focus on outcomes, not admin.

How to Apply it Step-by-Step

Metrics to Track the 80/20 Shift

Practical Mapping Examples

Common Ways the Line Gets Blurred and How to Fix It

Quick Checklist to Implement This Week

Wrapping it Up

Let AI do the heavy lifting. Keep people in the moments that need heart, judgment, and creativity.

Do the 80/20 split well, and your team will do more valuable work, faster.

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♻️ Repost to help someone learn what AI should never do for their customers.

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Warmly,
Veronica Phillip
Founder, ProTech Write & Edit Inc. –
The AI-Ready PM for SaaS: Your go-to guide for practical tips, actionable insights, pitfalls to avoid, trends, tools and strategic guidance on simplifying documentation for AI; Tailored for SaaS PMs.