The SEVEN Methodology
S
Survey
E
Educate
V
Visualize
E
Enable
N
Navigate

A complete framework for measuring, driving, and sustaining AI adoption

SEVEN is a continuous cycle of listening, learning, and growing that turns employee feedback into strategic insight — and keeps your AI investment compounding.

The Methodology ↓ The Dashboard ↓
The Methodology

Five dimensions. One continuous cycle.

Each step feeds the next — creating a self-reinforcing loop that gets smarter and more valuable over time.

S
Survey 10% weight

Adoption Pulse Surveys that measure real usage, confidence levels, and barriers across every department.

Measures: Response & completion rates
Why: Engagement signals organizational buy-in
E
Educate 25% weight

Monthly Intelligence Briefs and targeted training workshops that keep your workforce ahead of AI evolution.

Measures: Confidence scores by tool
Why: Confidence predicts actual usage
V
Visualize 20% weight

Executive Dashboards with live visibility into adoption trends, ROI metrics, and department comparisons.

Measures: Tool awareness levels
Why: Awareness is the prerequisite to adoption
E
Enable 25% weight

Advisory hours, change management support, and enablement resources that remove friction from adoption.

Measures: Barriers, manager support, time
Why: The right environment drives the right behavior
N
Navigate 20% weight

Strategic guidance on tool decisions, policy frameworks, and long-term AI roadmapping.

Measures: Strategic clarity & direction
Why: Purpose drives sustainable adoption
The Compounding Effect

Every cycle makes your organization smarter.

SEVEN isn't a one-time assessment. It's a living system that compounds insight with every cycle.

◉
Listen

Pulse surveys surface what's really happening

◈
Analyze

Raw feedback becomes actionable intelligence

◆
Reveal

Dashboards show leaders what to prioritize

◇
Act

Targeted interventions hit where they matter

✦
Grow

Next cycle starts stronger than the last

↻ Then the cycle repeats — stronger every time
SEVEN Intelligence Dashboard

Intentional metrics that tell the complete adoption story

Not vanity metrics. Not license counts. Real intelligence about how your people are adopting AI.

Organization SEVEN Score
Sample data · Updated quarterly
Q1 Q2 Q3 Q4
SEVEN Score
0 +8
Survey Response
0% +12%
Avg Confidence
0/5 +0.6
Active Users
0 +47
0 out of 100
Survey
82% +6
Educate
71% +9
Visualize
68% -2
Enable
75% +11
Navigate
69% +4
Department Scores
Marketing 0
Engineering 0
Sales / CRM 0
Finance 0
Legal 0
Top Barriers
“Not enough time” 34%
“Don't trust the output” 28%
“No clear use case” 22%
“Manager doesn't support” 18%
“Privacy concerns” 14%
Score Trend
Q1 52
Q2 61
Q3 73
Q4 pending
+21 points gained this year
SEVEN Score
0 – 100
Trend Analysis
Quarter over quarter
Dept Comparisons
Side-by-side view
Barrier Tracking
What's blocking adoption
Benchmarks
Industry comparison
Why It Matters

Without continuous adoption, training fades.

One-time training creates a spike. SEVEN creates a trajectory.

Without SEVEN
✗ Training happens once and knowledge decays within weeks
✗ No way to know who's actually using the tools
✗ Leaders make decisions based on assumptions, not data
✗ Barriers go undetected until adoption stalls
✗ ROI is unmeasurable — just a line item with no story
With SEVEN
✓ Every quarter builds on the last with compounding insight
✓ Real-time visibility into adoption by team, tool, and role
✓ Executives get dashboards that tell the complete story
✓ Barriers are identified early and addressed strategically
✓ ROI is documented, defensible, and always improving

Ready to see what your SEVEN Score looks like?

Book a free 30-minute call. We'll walk you through the framework, show you a sample dashboard, and discuss what SEVEN would look like for your organization.

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