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Adam Monago

AI Strategy, Organizational Knowledge & Digital Leadership

Digital Strategy & AI Leadership for the Integration Era

Most organizations are not struggling with too little information. They are struggling with too little absorption. I write about that gap, the space between what AI produces and what organizations can actually integrate, interpret, and act on. Madam I'm Adam is a weekly newsletter on AI, organizational knowledge, and leading in the Integration Era. New essays publish weekly at adammonago.com.

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Madam I’m Adam publishes weekly on AI, organizational knowledge, and what it actually takes to lead in the Integration Era. Built for senior professionals who want to think more clearly, not just move faster.

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The Answerability Budget

Lauren Tan reported 2,462 of her changes in production in August, with agents checking their own work along the way. Generation scales. Checking increasingly scales. Answerability does not automatically scale with either. This essay grants the case for agentic verification in full, then names the limit that remains.

Read More: https://adammonago.com/the-answerability-budget/?utm_source=wordpress&utm_medium=email&utm_campaign=mia-the-answerability-budget&utm_content=wp_email

Mona Lisas and Readymades: Provenance is not Authorship

A former colleague asked if I had automated LinkedIn because my comments gave him Claude vibes. Provenance panic asks how the text was manufactured. Authorship asks whether someone took responsibility for what it claims.

Read More: https://adammonago.com/mona-lisas-and-readymades/?utm_source=wordpress&utm_medium=email&utm_campaign=mia-mona-lisas-and-readymades&utm_content=wp_email

Sensemaking Commons

Late one Sunday I was reading Dave Winer on private episodes of *The Pitt* and the bot friends we might invent to fake a conversation. Teams already live a quieter version with private AI briefs. Once supply is infinite and private, shared inputs become a design choice.

The Framework

Madam I’m Adam is built around a connected set of concepts for thinking about AI and organizational learning. Here are a few worth knowing.

Organizational MetabolismThe rhythm at which an institution can absorb external change and integrate it into lasting behavior.
Cognitive DebtThe liability that accumulates when teams adopt new tools and workflows faster than they can actually master them.
Speed InflationWhat happens when AI compresses work to machine tempo while organizational hierarchies remain at human tempo — decisions happen before understanding does.

See all terms in the Glossary →

About Adam

I’m a digital strategy executive and the writer behind Madam I’m Adam. As Director of Thought Leadership and Strategic Insights at Maximus, I translate complex AI and technology capabilities into clear positioning for federal clients, executive stakeholders, and lawmakers. Before Maximus: Director of Product Marketing at Fluence Energy, VP roles at ADEC Innovations and ICF International, and a decade at ThoughtWorks scaling a global consultancy from 800 to 3,500 people.

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