OMNELIAS Journal

Field notes on modern customer operations

Playbooks from the Elias Tech team building OMNELIAS, written for people who run WhatsApp, support and revenue conversations.

Featured article

Editor’s pick

The five support metrics that actually predict churn

Ticket volume and agent occupancy describe how hard your team is working. They say almost nothing about whether a customer is quietly deciding to leave. Here are the five signals that do.

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Latest articles

12 articles and counting

How to design an AI deflection strategy customers do not resent

Deflection is not the same as avoidance. A practical framework for deciding which conversations AI should own end to end, which it should assist, and which it should hand over immediately.

Daniel Osei 11 min read

A practical guide to WhatsApp template messages

Template approval, category selection, the 24-hour service window and quality ratings explained, plus the mistakes that get perfectly good templates rejected.

Amara Nwosu 10 min read

Building a single customer timeline across six channels

Customers do not think in channels. The engineering and data decisions that turn six disconnected inboxes into one continuous conversation history.

Sofia Marchetti 8 min read

Quality assurance for AI-assisted replies

Traditional QA samples a handful of tickets per agent per month. That breaks down when a model drafts most of your replies. A rubric and a sampling strategy that hold up.

Daniel Osei 9 min read

Staffing a 24/7 support rota without burning out your team

Follow-the-sun coverage, on-call compensation, and the difference between a rota that survives contact with reality and one that quietly destroys your retention.

Marcus Lindqvist 7 min read

From tickets to conversations: rethinking your queue model

Ticket-shaped thinking creates queues that optimise for closure rather than resolution. What changes when you model ongoing relationships instead of discrete work items.

Marcus Lindqvist 8 min read

The economics of first contact resolution

A worked model for the cost of a second contact, why FCR targets above 85% usually backfire, and how to build the business case for fixing the upstream causes.

Priya Raghunathan 10 min read

Proactive messaging playbook: nine moments worth automating

The cheapest support conversation is the one that never has to happen. Nine outbound moments that reliably remove inbound volume, and three that annoy people.

Amara Nwosu 9 min read

Knowledge base, chatbot or AI agent: choosing what to build

Three very different investments get sold with the same promise. A decision framework based on the shape of your volume, your data quality and the actions you can safely automate.

Sofia Marchetti 12 min read

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