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You rolled Thread out; now prove it worked. Magic Analytics brings your service-desk metrics and the impact of Thread’s AI into one place, so you can see the value, defend the spend, and decide where to push next. This lesson is how leadership reads the numbers, and turns them into a weekly habit instead of a quarterly scramble.

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Magic Analytics for leadership

Magic Analytics lives at Thread admin → General → Analytics. It ships with pre-built dashboards aimed straight at the questions owners ask: including ROI Value Realization, Assistive AI Accuracy, Triage Agent Summary, Voice AI Summary, and Service Team Performance & AI Usage.

Getting started with Magic Analytics

Access the dashboards, apply filters, read the “Query ran” timestamp, and schedule delivery so the numbers land in your inbox on a cadence.
Magic Analytics refreshes on a daily cycle — it’s about a day behind, not real-time. For a weekly scorecard that’s exactly right; just don’t expect this morning’s tickets to show up before tomorrow’s refresh.

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Explore beyond the dashboards

When a dashboard raises a question it doesn’t answer, topics let you explore your data on a governed footing, the numbers you find always match the numbers on your dashboards, and you only ever see your own organization’s data.

Topics you can explore

The curated data areas (Magic Agent, AI Accuracy, Value Realization, Voice AI, Messenger, and more), and whether each is a fast rollup or drills to individual records.
For owners, the aggregate topics (one row per partner, per tech, per month) are usually what you want: they power scorecards, leaderboards, and trend arrows without drowning you in ticket-level rows.

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Ask in plain English

You don’t have to build queries. The Dashboard Agent answers questions right on your dashboards — ask in plain English and it replies, often with a chart.

Dashboard Agent

Query your dashboards conversationally, drill into a tile, and re-cut the data. Available to AI Pro members.
Questions worth asking as an owner:
  • “What’s my estimated time saved this quarter?”
  • “How many tickets did the Triage Agent auto-resolve last month?”
  • “Which customers don’t have Messenger enabled yet?”
  • “Show me first-contact resolution week over week.”
Name the topic and give it a time frame (“Triage Agent, last 30 days”). Scoped questions get sharper answers.

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Turn numbers into a narrative

Raw metrics don’t move a leadership meeting, a story does. These skills take the same analytics and write the brief for you:

Automation ROI Report

Put a dollar figure on hours saved by AI and automation.

CEO Service Desk Brief

The whole desk rolled up into an owner-ready summary.

Weekly Ops Report

A leadership-ready weekly operations summary.

Browse reporting skills

Every reporting and analytics skill in one place.

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Make it a weekly ritual

The owners who get the most from analytics don’t wait for the QBR — they run a tight scorecard every week and resolve one blocked decision while they’re still in the seat.

Exec weekly ritual

Twenty minutes: read the scorecard, resolve one decision, clear what’s escalated to you.

Daily leadership digest

A skimmable pulse on the desk when you want it more often than weekly.
The rule that makes the ritual work: one decision, resolved. “Noted” isn’t a resolution — decide it, or name exactly what’s missing and who provides it by when, then tell the person waiting.

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Next

Numbers prove the past. The last lesson is about the future: expanding AI across your whole client base and turning outcomes into growth.

Scale AI Service Unleashed

Expand AI across every client, run the business on it, and sell the value story.