Sponsorship
01Leadership Briefings
Builds the shared framework.
Amplified Judgment
A framework for AI transformationby Shaper Collective
AI Gives Your Best People More Chances to Use Their Judgment
Amplified Judgment is Shaper Collective’s framework for AI transformation, from the CEO to the line. AI agents widen the analysis. The call stays with the people accountable for it.
How Amplified Judgment Works
Experimentation
02AI Agents Built In-House
Agents work a real question with your data.
Measurement
03AI Benchmark
Measures what works.
Curiosity
04Weekly AI Newsletter
Builds a culture of curiosity.
Agents You Own
05Built on your data and your experts' methods, they outlast any single AI model.
Amplified Judgment Gives Your Team Its Own AI Agents
Each decision runs through the same four steps, so it gets more at-bats and the accountable expert still makes the call.
The Amplified Judgment Loop
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Assign
Set the question and the standard a good answer must meet.
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Analyze
AI agents work the question with your context and skills.
They show their work.
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Judge
The accountable expert tests the recommendation and makes the call.
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Compound
Corrections are recorded.
The ones that recur become skills or checks for the next decision.
The AI Benchmark Shows Where Each Function Stands
It scores each function, compares it with published benchmarks for comparable companies and names the next opportunities to amplify judgment.
- 5
Frontier
AI builds software and powers customer products.
- 4
Connected and Agentic
Agents carry work across connected company systems.
- 3
Systematized Workflows
Recurring work becomes reusable instructions and skills.
- 2
AI Enabled
Approved company AI accounts, data rules and employee training.
- 1
Ungoverned Use
Personal AI accounts without a company-wide approach.
A Framework Built on Years of Experience
Ben Newman has worked at the leading edge of AI adoption since the ChatGPT beta in 2022, alongside private equity operating partners and portfolio-company CEOs. Shaper Collective’s own agents handle research, listening and writing on live client work.
- Abracadabra Experiences
Where Amplified Judgment Fits
Where should an association or company start with AI?
With where each function stands today. Amplified Judgment opens with an AI benchmark that shows it, then adds leadership briefings and AI agents built in-house. The organization keeps AI agents built on its own data and its experts’ methods, and the accountable expert still makes the call. If staff just need Claude basics, Anthropic’s free courses are faster.
What is Amplified Judgment?
Amplified Judgment is Shaper Collective’s framework for approaching AI transformation, from the CEO to the line. Four layers work together: Sponsorship, Experimentation, Measurement and Curiosity. Each decision runs through a four-step loop: Assign, Analyze, Judge and Compound. AI agents widen the analysis, and the accountable expert makes the call.
Where does an engagement start?
We start with benchmarking. The AI benchmark shows where each function stands today and where AI can help next.
Can leaders get private AI coaching?
Yes. Leadership briefings cover critical AI topics whenever leaders want them, and they work on decisions the leader already knows well. The leader’s own work becomes the curriculum.
What happens to company data?
It stays under the company’s rules. The work runs on enterprise AI services under terms that keep client data out of model training. The client’s IT team approves every data connection.
What does the company keep?
AI agents it owns, built on its data and its experts’ methods. A reusable benchmark of AI across its functions. The skills and checks the loop records along the way, which carry over when a new AI model arrives.
Is there a guide for trade associations?
Two. AI Agents for Trade Associations compares the kinds of builders and what to ask before you sign. Claude for Nonprofits and Associations covers Claude’s nonprofit pricing and staff training.
Amplified Judgment Starts With the CEO
Amplified Judgment brings your judgment to AI, which is why the work begins with you.