Change management for rolling out AI to a support team
Rolling out AI to your support team fails on trust, not model accuracy. A 60 day change management plan that keeps agents in control.
Communicate Blog17 min read
AI agents
45 stories
Customer support SLA with AI: rewriting the clauses that break
Customer support SLA with AI: why response-time clauses stop working and how to rewrite resolution, handoff, and reporting clauses.
Communicate Blog20 min readWill AI replace customer service jobs? An honest answer
Will AI replace customer service jobs? BLS, Gartner, and PwC data on which tasks go, which grow, and what the retrained role pays.
Communicate Blog17 min readTwenty questions to ask any AI customer support vendor
Twenty questions to send an AI support vendor before you sign, with the answer that should end a bad evaluation for each one.
Communicate Blog18 min readGDPR and AI customer support: what the regulation asks of you
GDPR and AI customer support explained: lawful basis, retention, subprocessors, and the right to erasure when data lives inside a retrieval index.
Communicate Blog17 min readAI support audit trail: what to log so you can explain any answer
The audit trail fields, retention windows, and access controls that let you answer why an AI agent said what it said, months later.
Communicate Blog17 min readConversation memory for a support agent: what to keep and forget
What a support AI should remember across sessions, what it should forget on request, and why unlimited conversation memory is a privacy liability.
Communicate Blog18 min readAI agent fallback design: build the "I do not know" path first
Chatbot fallback design for AI support agents: how to design the escalation path before the happy path, and why the fallback is the actual product.
Communicate Blog17 min readSupport agent prompt engineering: an annotated system prompt
A real customer support system prompt, annotated line by line, with the grounding, citation, and refusal rules that stop confident wrong answers.
Communicate Blog20 min readCustomer effort score: what it measures and why AI moves it both ways
CES predicts repurchase and churn better than CSAT for support interactions. Here is how to measure it, and where AI lowers or raises it.
Communicate Blog17 min readSelf-service rate: the metric your AI agent is quietly breaking
Self-service rate explained: why an AI answer never counts as a doc view, and how to fix the metric before it hides real problems.
Communicate Blog17 min readCustomer support KPIs: the four that decide and the six that decorate
Customer support KPIs ranked by decision weight: four metrics that should change what you do next, and six that mostly decorate a dashboard.
Communicate Blog18 min readCost per ticket benchmark: building the denominator correctly
Cost per ticket benchmarks by industry and channel, the full loaded-cost formula, and exactly what AI removes and adds to the number.
Communicate Blog18 min readSupport team structure when AI answers tier 1
Support team structure guide: how the tier 1/2/3 pyramid changes when AI holds the first line, and what the new org chart looks like.
Communicate Blog17 min readAI disclosure in customer support: what the law actually requires
Where AI chatbot disclosure is now a legal requirement, where it is unsettled, and wording that discloses without scaring customers off.
Communicate Blog20 min readAI support data retention: policies that satisfy legal and keep the agent useful
How to set a chat data retention window that meets storage limitation obligations without deleting the history an AI support agent needs to stay accurate.
Communicate Blog17 min readPII redaction for customer support: redact before retrieval, not after logging
Where card numbers and personal data actually leak in an AI support stack, and why redaction has to run before content reaches a retrieval index, not after.
Communicate Blog17 min readAI agent CRM integration: what to read, what never to write, and where sync breaks
The definitive guide to wiring an AI support agent into a CRM: read scope, write restrictions, authentication, and the sync failure modes that cause bad answers.
Communicate Blog17 min read
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