# Work, After AI

> A show about who we are when the machines get good at the part we were proud of — the failures, the slop, and the very personal question of what is left. Plus the free book, Everyone Is a Manager Now.

Work, After AI is three things from Erkang Zheng, Founder & CEO, Ariso: a podcast, the book "Everyone Is a Manager Now: Work, after AI", and a practice offering fractional chief AI officer and operating-partner engagements for AI business transformation.

## The argument

AI is not coming for your job — it is coming for the producing part of your job, and what remains is the part we have always called management. Deciding. Directing. Aligning. Judging.

In two hundred years of automation, machines have never taken the deciding — what to make, whether it matters, who does it, and what happens next. Every technological wave has taken production and left judgment. Judgment exercised over work has a name we have been using all along: management. For two centuries that word belonged to the few. AI handed the job to everyone.

Management is not about having direct reports. It is four questions:

1. **What should be done?** Of everything possible, what matters, in what order, and what should we refuse to do at all?
2. **Why does it matter?** What is the intent, the context, the definition of success? What does "good" look like?
3. **Who — or what — does it?** Which work goes to which capable hands, human or machine, and with how much rope?
4. **How do we know it's good?** Review, verify, measure, correct. Close the loop.

Volume is not the answer: scarcity did not disappear, it moved — from output to attention, from production to judgment.

## Pages

- [Work, After AI — what are we for when the machines get good?](https://work-afterai.com/): Home. Work, After AI is a podcast and a free book by Erkang Zheng and Jake Sorofman about what people are for once machines get good at producing. A separate consulting practice is offered to companies that ask.
- [The Podcast — Work, After AI](https://work-afterai.com/podcast/): The podcast, hosted by Erkang Zheng and Jake Sorofman. Format, the season-one episode slate, the hosts, how to pitch a guest, and how to get notified.
- [Everyone Is a Manager Now — a short book on work after AI](https://work-afterai.com/book/): The book "Everyone Is a Manager Now: Work, after AI" by Erkang Zheng. Full contents, an excerpt, the 21 lessons, the appendix tools, and how to get it free.
- [Backstage — work with Erkang Zheng and Jake Sorofman](https://work-afterai.com/services/): Backstage. The two hosts take on a small number of clients directly — not a company product. Erkang Zheng works as a fractional chief AI officer and operating partner on AI business transformation (the Org Health Assessment, the Seams Workshop, the Ceremony Audit, the briefing practice, manager-to-coach, drift detection). Jake Sorofman works as a fractional CMO, go-to-market advisor and executive coach, hired on its own terms.

## The book — Everyone Is a Manager Now: Work, after AI

- Author: Erkang Zheng (https://erkang.com)
- First edition · 2026 · ISBN 979-8-234-18014-8
- Length: 100 pages, 19 chapters in four movements plus a coda
- Price: Free — ebook and audiobook
- Status: Out now
- Also at: everyone-is-a-manager.com
- URL: https://work-afterai.com/book/

### Contents

**Movement I — The Shift** — What is actually happening, and why volume was never the answer.
- The Horse Doesn’t Get a Vote: Two hundred years of machines taking the producing — and never once the deciding. The horse didn’t get a vote. You do.
- The Notes Got Better. The Work Didn’t.: Forty-seven perfect meeting summaries and nobody followed up. The bottleneck was never production. It was coordination.
- The Machine Doesn’t Get Tired. You Do.: Three fatigues nobody warned you about: the creator’s, the audience’s, and the one where your org re-derives its own work daily at token prices.
- Everyone Is a Manager Now: Management is four questions, not an org chart. Every knowledge worker on earth just acquired a workforce — and the questions came with it.

**Movement II — The Journey** — What it cost the author to learn what the word manager means.
- Hard, Harder: A list from the founder years. Not one of the “harder” items is a production problem. Your career lives on the second list.
- Tell People: TRAM — track, report, align, measure. The drivetrain between effort and outcome, and the one habit worth more than talent.
- The Trillion-Dollar Tax: Three teams rowing hard in three directions, every dashboard green. Misalignment doesn’t live in the teams. It lives in the seams.
- Straddling Paradoxes: Confident at nine, humble at eleven, urgent at two, patient at four. A machine optimizes. A manager straddles.
- When There Is Doubt, There Is No Doubt: Deciding is the last thing that cannot be delegated. An agent cannot be accountable — accountability is not information, it is skin.

**Movement III — The Playbook** — The mechanics. Start Monday.
- Not a Tool: The $449 scam the author personally forwarded, and the agent that caught it unasked. Stop treating AI as a tool. Treat it as a new hire.
- Your First Direct Report Isn’t Human: Six habits: staff, specify, delegate, review, calibrate, cadence. Every individual contributor who says “faster to do it myself” is a first-time manager grabbing the keyboard.
- No Tickets: Standups with no yesterday. A ticket is a memo about work that begins lying the moment it’s written. Automate the memory; keep the steering.
- Manage Yourself First: The prior report on your org chart is you. Reinvent every two years, show up prepared, and run a fifteen-minute honest loop.

**Movement IV — For the Leaders** — What happens to the org, the metrics, and the middle.
- The New Org: The pyramid was a coordination workaround, and the workaround is ending. Stop counting what your people produce. Count what they decide.
- The Trellis Problem: Two tomato plants, same sun, same rain. One got a trellis. Drift is not an event — it’s a rate, and you’ve been sampling it quarterly.
- The Annual Everything Is Dead: The performance review is a compliance audit of a human being. It proves what audits prove: that someone prepared for it.
- So What Happens to the Managers?: The job is splitting in half. The relay half is being automated. The coaching half just became the whole job.

**Coda** — The argument, stress-tested — and the reason for all of it.
- What If I’m Wrong?: The strongest objections, stated as well as the author can state them, plus three of his most expensive failures told plainly.
- Impossible Until It’s Done: Management used to be a private condition. It is becoming a shared one, and people who share a condition find it very hard to stay strangers.
- Afterword: Empower, Don’t Replace: Two futures are being built with this technology. They do not differ in their models. They differ in their verb.

### The tools (appendix)

- **A1. The Agent Brief** (ch. 11): One page per task. Assignment, staffing and budget, intent, context, constraints, definition of done, review depth. When output disappoints, fix the brief, not the output.
- **A2. The Manager-of-One Weekly Review** (ch. 13): Fifteen minutes, same time every week. Close last week’s loop, then Feel, Inventory, Target. Intentions compound into nothing. Closed loops compound.
- **A3. The Org Health Scorecard** (chs. 7, 14, 16): Seven domains, three questions each, scored out of 21 — clarity, ownership, cadence, velocity, load, feedback, growth. It has an unnerving habit of surprising the leaders who are most confident.
- **A4. Build Your Own Chief of Staff** (chs. 6, 10–11): One folder, one journal file, seven commands: capture, prep, prioritize, report, align, reflect, weekly. TRAM with a motor. Built with parts nobody sells you.
- **A5. Three Plays — one per seat** (the whole book): The leader’s three meetings, the manager’s shift, and the individual contributor’s ninety days to unmistakable. Read the two that aren’t yours. The seat you don’t sit in stops being a mystery.
- **A6. Your User Manual** (ch. 6): One honest page about how you work, how you decide, how you take bad news, and what your silence means. Half of every misread would have been prevented by two paragraphs of mutual context.

### Field guides and templates

Free, online, expanded versions of the appendix tools:

- **Build Your Own Chief of Staff** (chs. 6, 10–11): The TRAM loop as working software you assemble yourself with an AI coding agent: seven commands, folder scaffolding, templates, automation. — https://ariso.ai/guides/build-your-own-chief-of-staff
- **The TRAM Spec** (chs. 6, 11): The full product blueprint behind Nº 1 — data model, build phases, prompts, acceptance tests. For the reader who just became an architect and wants a first system to direct. — https://ariso.ai/guides/tram-product-spec
- **The Org Health Assessment** (chs. 7, 14, 16): Seven domains, twenty-one points, full scoring prompt included. Measure your alignment tax before you pay another quarter of it. — https://ariso.ai/guides/org-health-assessment
- **The Agent Briefing Template** (ch. 11): The one-page brief: intent, context, constraints, definition of done. Brief a machine the way you would brief a new hire. — https://ariso.ai/guides/agent-briefing-template
- **The Manager-of-One Weekly Review** (ch. 13): The fifteen-minute Feel–Inventory–Target loop, as a printable weekly template. — https://ariso.ai/guides/manager-of-one-weekly-review
- **Write Your User Manual** (ch. 6): One honest page about how to work with you — template, prompts, and the habit of actually reading each other’s. — in the book only for now
- **Managing Up Through the Transition** (ch. 17): The field guide for the manager whose boss still wants the deck: selling the record upward, scripts included. — in the book only for now

### Dispatches

Essays from the colleagues whose practice the book describes:

- Standup in the Agentic Age — Max Heckel (ch. 12): https://ariso.ai/blog/standup-in-the-agentic-age
- ChatOps With Context — Shawn Zhu (ch. 12): https://ariso.ai/blog/signoz-mcp-the-morning-after
- The Trellis Problem — Paul Rubenstein (ch. 15): https://ariso.ai/blog/the-trellis-problem
- Do This Tiny Year-End Retro If You Want a Raise — Chihan Tung (ch. 13): https://ariso.ai/blog/year-end-retro-if-you-want-a-raise
- AI as an Operating Partner Can Make You the Hero — Joe Aurilia (chs. 7, 17): https://ariso.ai/blog/ai-as-an-operating-partner

### The twenty-one lessons

1. Getting laid off is not the end of the world. (Ask me how I know.)
2. Every yes is a no to something else. Choose your no’s on purpose.
3. Run toward what excites you. Never just away from what scares you.
4. Tell people what you’ll do. Do it. Tell them you did it.
5. Reinvent yourself every two years — even if that means working yourself out of your job.
6. Surround yourself with people stronger than you. A-players attract A-players; B-players attract C-players.
7. Founding is harder than it looks, lonelier than it looks, and better than it looks. All three at once.
8. Spin-offs from private companies almost never happen. When one does, someone refused to let it stay pending.
9. Crossing the chasm is not a one-time event. There are always more chasms.
10. When there is doubt, there is no doubt.
11. Stand out by being different, not just better.
12. It’s okay that some people don’t get you. Proceed.
13. Intuition is not a gut feeling. It is compressed experience.
14. Keep a notepad. The best ideas don’t make appointments.
15. People outgrow companies. Companies outgrow people. Neither is a betrayal.
16. Building and scaling are different sports. Check which one you’re dressed for.
17. Two people who disagree can both be right — they’re usually answering different questions.
18. You can hire help. But you have to fix it. You.
19. Alignment is everything: right people, right seats, right customers, right time, one direction.
20. Say the whole thing, early. Softened truth hurts and costs more, later.
21. You hire everyone at least twice. The second hire is the silent one.

## The podcast — Work, After AI

A podcast about what happens to work when the machines do the producing — hosted by Erkang Zheng and Jake Sorofman. Operators who actually changed how their teams work, not futurists.

- Hosts: Erkang Zheng (host) — Founder & CEO, Ariso. Previously founder of JupiterOne.; Jake Sorofman (co-host) — Fractional CMO and go-to-market advisor. Advisor to Ariso.
- Format: Two operators, one guest, forty minutes. Unrehearsed, and occasionally wrong on tape.
- Cadence: First Tuesday of the month
- Status: Season one in production
- URL: https://work-afterai.com/podcast/

## The practice — AI transformation consulting

AI business transformation, led from inside the company rather than delivered as a report. Engagements take the shape of a fractional chief AI officer or operating partner. Six modules, drawn directly from the book: the Org Health Assessment (seven domains, twenty-one points), the Seams Workshop (the four questions, asked of one project by every lead), the Ceremony Audit (which part of this meeting is memory and which is steering), the Briefing Practice (brief machines the way you would brief a new hire), Manager to Coach (retrain the middle for the half of the job that is not being automated), and Drift Detection (a nervous system for strategy where there used to be a quarterly photograph).

Engagements: the Diagnostic (two weeks), the Transformation (one quarter), and Standing Advisory (ongoing). Delivered by Erkang Zheng and the team at Ariso (https://ariso.ai).

- URL: https://work-afterai.com/services/

## About the author

Erkang Zheng is the founder and CEO of Ariso and previously founded JupiterOne, a cybersecurity company that reached unicorn status. An engineer by training and an entrepreneur at heart, he has spent more than two decades building enterprise software and leading engineering organizations at IBM, Fidelity Investments, and Cisco. He works by a philosophy he calls #KnowMoreFearLess: decisions from facts, not fear.

## Contact

- Email: hello@work-afterai.com
- Website: https://work-afterai.com
- Ariso: https://ariso.ai