Skip to contentTurn on increased contrastSkip to page controlsSkip to View controls
Aristo's read From this page's own numbers

Paid, active, ready-to-activate and waiting populations are grouped above the privacy floor.

Why this read & next stepsAristo's read
From this page's own numbers

Paid, active, ready-to-activate and waiting populations are grouped above the privacy floor.

Why it matters
Teams can be helped without turning the workspace into employee surveillance.
Recommended action
Choose a cohort with enough evidence, then inspect its seat and usage position.
Strategy · Teams
Strategy · teams

Adoption spreads team by team

The champion recipe each team is missing, learned from your own power users.

OverviewPlansTeamsWhat's NewAgents

Team Recipe Coverage

Each team's champion workflow — and how far it's spread.

I found each team's Copilot champions and the exact recipes that make them faster — and I gently prefer those recipes in the daily nudge, so the proven workflow reaches the rest of each team over time. Aggregate only; I celebrate the team, never single anyone out.

84%
org activation
5
teammates who could be lifted
5
teams with a champion pattern

Every team

🤝
The Deal Closers
Sales · champion workflow
The proven recipes this team's pattern carries
🖼️ Build a deck from my notes✂️ Make a long deck a 5-slide exec summary✍️ Draft my latest email — in my voice📥 Catch me up on a long thread🧹 Inbox-zero in 10 minutes
How many of this team are active is not shown, so that a figure about fewer than five people cannot be read or worked out.
🛠️
The Problem Solvers
Engineering · champion workflow
The proven recipes this team's pattern carries
📊 Turn a messy sheet into a clear chart☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧮 Hand Analyst your data🧭 Find it by asking, not folder-hunting
How many of this team are active is not shown, so that a figure about fewer than five people cannot be read or worked out.
📊
The Numbers Navigators
Finance · champion workflow
The proven recipes this team's pattern carries
📊 Turn a messy sheet into a clear chart🧮 Hand Analyst your data☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧭 Find it by asking, not folder-hunting
How many of this team are active is not shown, so that a figure about fewer than five people cannot be read or worked out.
🎨
The Brand Storytellers
Marketing · champion workflow
The proven recipes this team's pattern carries
📝 Draft a doc from a few bullets🖼️ Build a deck from my notes✂️ Make a long deck a 5-slide exec summary🔎 Ask Researcher to brief you — with sources📄 Turn an answer into a living Page
How many of this team are active is not shown, so that a figure about fewer than five people cannot be read or worked out.
⚙️
The Flow Keepers
Operations · champion workflow
The proven recipes this team's pattern carries
📊 Turn a messy sheet into a clear chart☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧮 Hand Analyst your data🧭 Find it by asking, not folder-hunting
How many of this team are active is not shown, so that a figure about fewer than five people cannot be read or worked out.

A team's champion recipe is gently preferred in the daily nudge, so the pattern spreads as people adopt — no auto-acting, no claimed recovered dollars (the real $ live in the AI Ledger).

Department Personas

Learned from your power users — peer-proven, not guessed.

I looked at how each department's most-engaged people actually use Copilot, and built a persona for each team. Now I help the rest of every department with their own team's proven recipes — adoption that spreads the way it really does, peer to peer. Aggregate only — I celebrate the team, never single anyone out.

🤝
The Deal Closers
Sales · learned from its power users

How they win: They use Copilot to sharpen pitches, keep follow-ups warm, and turn customer questions into confident next steps.

Proven recipes Aristo now offers the rest of Sales
🖼️ Build a deck from my notes✂️ Make a long deck a 5-slide exec summary✍️ Draft my latest email — in my voice📥 Catch me up on a long thread🧹 Inbox-zero in 10 minutes✅ Turn my last meeting into action items + a follow-up email
🛠️
The Problem Solvers
Engineering · learned from its power users

How they win: They use Copilot to spot patterns, test ideas, and turn complex engineering work into clear progress together.

Proven recipes Aristo now offers the rest of Engineering
📊 Turn a messy sheet into a clear chart☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧮 Hand Analyst your data🧭 Find it by asking, not folder-hunting📄 Turn an answer into a living Page
📊
The Numbers Navigators
Finance · learned from its power users

How they win: This team uses Copilot to spot patterns faster, test ideas with confidence, and turn spreadsheets into clear decisions together.

Proven recipes Aristo now offers the rest of Finance
📊 Turn a messy sheet into a clear chart🧮 Hand Analyst your data☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧭 Find it by asking, not folder-hunting📄 Turn an answer into a living Page
🎨
The Brand Storytellers
Marketing · learned from its power users

How they win: They use Copilot to shape sharper messages, build standout decks, and turn ideas into campaigns faster together.

Proven recipes Aristo now offers the rest of Marketing
📝 Draft a doc from a few bullets🖼️ Build a deck from my notes✂️ Make a long deck a 5-slide exec summary🔎 Ask Researcher to brief you — with sources📄 Turn an answer into a living Page☕ See everything you missed — by asking
⚙️
The Flow Keepers
Operations · learned from its power users

How they win: They keep work moving smoothly by using Copilot to organize plans, spot what matters, and make busy days feel lighter.

Proven recipes Aristo now offers the rest of Operations
📊 Turn a messy sheet into a clear chart☕ See everything you missed — by asking🔎 Ask Researcher to brief you — with sources🧮 Hand Analyst your data🧭 Find it by asking, not folder-hunting📄 Turn an answer into a living Page

Built by Aristo from real usage patterns · refreshes as more of each team activates.

Aristo · enterprise AI estate control plane. Care, not surveillance — every number is aggregate. Illustrative scenario.