What is PeopleAnalyst?

PeopleAnalyst is the front door for people-analytics research: 205+ works indexed and profiled, 40+ citation-grade findings extracted, and peer-reviewed behavioral science translated from academic to actionable — the missing manual for the people analytics you always meant to do.

What is people analytics?

People analytics is not a dashboard. It is behavioral science and statistical inference applied to workforce decisions — a discipline with its own methodology, spanning measurement, organizational design, talent, leadership, and analytics craft.

Why does AI in HR need measurement science?

AI is being deployed in high-stakes people decisions — hiring, performance, attrition — without the measurement science to evaluate whether it works or whom it harms. Construct validity, effect sizes, and criterion validity are the vocabulary for asking an AI vendor the right questions.

How is the research made accessible?

The evidence is indexed and searchable: 205+ works, 40+ citation-grade insight cards, and 8 research arcs, so the right finding reaches the right decision at the right time.

What separates good people measurement from assertion?

Good measurement has a method: construct validity, reliability, and effect-size interpretation are not optional — they are what separates evidence from assertion.

library / lib2a218f35393e2a72

The Great Ceo Within Mochary

In a sentence

A practical compendium of the individual habits, group habits, infrastructure, and processes a founding CEO must master to scale a technical startup into a great, category-killing company.

Written by Matt Mochary, coach to the CEOs of OpenAI, Coinbase, and other Silicon Valley leaders, The Great CEO Within is the single reference book that founding CEOs never had time to find. It moves from high-level frameworks to copy-and-paste playbooks to specific phrasing for recurring situations, covering everything from personal productivity systems (GTD, Inbox Zero, Top Goal) to group habits (writing-based decision-making, RAPID, transparency, conscious leadership) to the management infrastructure (OKRs, KPIs, AORs, meeting cadences) that lets a company operate as well at 25,000 people as at 25. It argues that becoming a great CEO is a learnable skill, that scaling too early kills more startups than scaling too late, and that a one-time investment in a formal management system is the difference between companies that win through systems (Facebook, the Warriors) and those that rely only on individual talent (Twitter). Whether you are a first-time or experienced CEO, it gives you the target to hit and the tools to implement immediately.

The four lenses

Science
Statistics
Systems
Strategy

The model

A causal framework in which CEO and organizational design levers (personal productivity systems, group habits, management infrastructure) shape psychological and behavioral states (trust, buy-in, clarity, motivation) that in turn drive company-level outcomes such as scalable performance, retention, and product-market fit.

Individual Productivity Habitsdesign lever

The CEO's personal operating systems for organizing work and attention, including Getting Things Done, Inbox Zero, Top Goal focus time, being on time and present, and the energy audit toward one's Zone of Genius.

Written, Structured Decision-Makingdesign lever

The group practice of requiring issues and proposed solutions to be written up in advance and using frameworks like RAPID and Type 1/Type 2 classification to make thoughtful, fast, high-buy-in decisions.

Impeccable Agreements and Consequencesdesign lever

Agreements that are precisely defined and fully agreed to by all relevant people, communicated promptly when they cannot be kept, and enforced with consequences up to removal from the company.

Transparency and Feedback Culturedesign lever

The organization-wide practice of sharing relevant negative and positive information and proactively giving and receiving frequent, non-violent feedback using ask-acknowledge-appreciate-accept-act loops.

Conscious Leadershipdesign lever

Leading from above the line by being more interested in learning than being right, recognizing and releasing fear/anger, taking radical responsibility, and shifting motivation from fear to joy.

Management Infrastructure and Meeting Systemdesign lever

The tools and cadences that structure company effectiveness: company Wiki and folder system, OKR goal-tracking, Areas of Responsibility, elimination of single points of failure, KPIs, and the recurring meeting system.

Trust and Connectionpsychological state

The felt sense among team members, customers, and investors that they are heard, understood, and safe, generated through active listening, reflecting back, gratitude, and transparency.

Buy-In and Alignmentpsychological state

The degree to which team members are emotionally invested in decisions and goals because they feel their input contributed, leading to wholehearted execution rather than half-hearted compliance.

Focus and Role Claritypsychological state

The extent to which individuals and teams know the company priorities, their own goals, and who is responsible for what, avoiding distraction and the tragedy of the commons.

Motivation and Moralepsychological state

The energy, enthusiasm, and joy with which people work, driven by gratitude, fun, celebration, feeling heard, and seeing progress, as opposed to fear-based or demoralized states.

Scalable Company Performanceoutcome metric

The company's ability to keep functioning effectively and produce high output as it grows from tens to thousands of people, retaining talent and institutional knowledge.

Growth and Market Outcomesoutcome metric

External results including product-market fit, revenue growth, successful fundraising, high offer-acceptance rates, and winning market share through effective outward processes.

How they connect

individual productivity habits → predicts focus and clarity
individual productivity habits → influences scalable performance
written decision making → predicts buy in
written decision making → predicts focus and clarity
impeccable agreements → predicts team trust
impeccable agreements → influences scalable performance
transparency and feedback → predicts team trust
transparency and feedback → influences motivation and morale
conscious leadership → predicts team trust
conscious leadership → influences motivation and morale
management infrastructure → predicts focus and clarity
management infrastructure → predicts scalable performance
focus and clarity → mediates scalable performance
buy in → mediates scalable performance
motivation and morale → predicts scalable performance
team trust → predicts growth outcomes
scalable performance → influences growth outcomes

The story

The reader A founding CEO (often a young technical founder) who wants to build a great, category-killing company without breaking under the load.

External problem

As the company scales past ~20 people, communication and productivity break down, talented hires underperform, and the CEO ends up doing more work themselves with longer hours.

Internal problem

The CEO feels overwhelmed, fearful of failing, isolated, and unsure how to become a great CEO in the little time they have.

Philosophical problem

It is wrong that founders should have to learn to run a company by painful trial and error when the solutions to these recurring problems already exist and can be taught.

The plan

Deeply understand real customers and solve their problem; keep the team small until product-market fit.
Optimize yourself with individual habits: GTD, Inbox Zero, Top Goal, being on time and present, gratitude, and energy audits.
Install group habits: writing-based decision-making, RAPID, impeccable agreements, transparency, conflict resolution, and conscious leadership.
Build infrastructure: a Wiki, goal-tracking, AORs, no single points of failure, and KPIs.
Run a system of meetings (1-on-1s, team, all-hands, offsites) with OKRs and feedback.
Master the outward processes of fundraising, recruiting, sales, and marketing by building trust and moving quickly.

Success

The company operates well and keeps operating well as it scales from tens to thousands of people.
Original team members grow into excellent managers instead of being layered over.
The CEO spends most of their time in their Zone of Genius, motivated by joy rather than fear.
High offer-acceptance rates, strong culture, transparent feedback, and predictable, effective decision-making.

At stake

The company scales too early or without systems and falls apart.
The CEO burns out doing everyone's work, loses institutional knowledge, and hires ever-more-senior managers who layer over the team.
Politics, broken agreements, and unresolved conflict poison the culture and drive away A-players.

Questions this book answers

How does a technical founder become a great CEO with very little time?
When and how should a startup scale, and how do you know you have product-market fit?
What individual habits make a leader maximally effective?
What group habits and infrastructure allow a company to keep operating well as it grows from tens to thousands of people?
How do you make good, high-buy-in decisions quickly?

Glossary

Individual Productivity Habits: The CEO's personal operating systems for capturing, organizing, and executing work while protecting attention for the highest-priority goal.
Written, Structured Decision-Making: The disciplined practice of surfacing issues and proposed solutions in writing and using structured frameworks to reach thoughtful, fast, high-buy-in decisions.
Impeccable Agreements and Consequences: Commitments that are precisely defined, fully agreed to, promptly renegotiated when unkeepable, and backed by consequences.
Transparency and Feedback Culture: An organizational norm of openly sharing relevant information and proactively giving and receiving frequent, non-violent feedback.
Conscious Leadership: A leadership stance of being above the line—open, curious, and committed to learning—rather than defensive and committed to being right.
Management Infrastructure and Meeting System: The set of tools and recurring cadences that structure vision-setting, goal-tracking, responsibility assignment, and information flow across the company.
Trust and Connection: The felt state of being heard, understood, and safe among internal and external stakeholders.
Buy-In and Alignment: The emotional investment of team members in decisions and goals, arising from feeling their input shaped the outcome.

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