AI Ready

Teaching humans to work with AI since 2017.

A maturity model and 30-day program for getting AI Ready. Six levels. Six axes. 10-minute assessment.

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Why 50,000+ readers subscribe to AI Ready.

  • Tactical and practical

    Field notes from 280+ leader interviews — patterns you can apply to your team this week.

  • Measured, not hyped

    We score teams on six axes. You’ll see what’s moving, what’s stuck, and which axis pays back the most.

  • Delivered four times a week

    Clear AI operator notes Tuesday through Friday. Plus an archive of 200+ pieces, free to read.

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AI ReadyWeekly field note
AI ReadyDaily Brief · May 20, 2026

Gemini moved into every surface Google owns

Google made agents a default surface across Search, Android, Workspace, and shopping, and METR put real numbers on what those agents still can't verify on their

THE AI BRIEF Today's signal: Google made agents a default surface across Search, Android, Workspace, and shopping, and METR put real numbers on what those agents still can't verify on their own. In today’s issue: Main story: Google made the agent layer official. METR explained why that's still risky. Also worth knowing: Karpathy joins Anthropic, METR releases the first head-to-head lab comparison on agent risk, Gemini 3.5 Flash tops a finance agent benchmark, Grafana discloses a GitHub repository attack, Cursor ships Composer 2.5, and Armada AI closes a $230M Series B. THE READ Two stories from the same day, telling one story: the runway for shipping agents got longer, and the runway for tru…

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THE AI READY MODEL

Six levels. Six axes. One picture of where you stand.

The model is multi-axis on purpose. Your level matters, but the shape tells you what to work on next: Adoption Breadth, Tool Customization, Build Capability, Automation Depth, AI-First Culture, and Operational Integration.

AI-CuriousAI-AdoptingAI-BuildingAI-DelegatingAI-FirstAI-Native
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WHAT WE BELIEVE
  1. 01AI proficiency is a workplace expectation, not a bonus skill.
  2. 02You can’t manage what you can’t measure. The model is how we measure.
  3. 03Most teams overinvest in tools and underinvest in proficiency.
  4. 04An org is only as AI-ready as its weakest axis.
  5. 05Strategy is bigger than software. Both matter.
BUILT BY
Haroon Choudery

Built by Seeko.Seeko was founded by Haroon Choudery, who's spent a decade working on AI literacy at scale. He co-founded AI for Anyone in 2017 with his brother Hamza and Mac, focused on teaching AI basics to underserved populations — the nonprofit has now reached 70,000+ people. He previously co-founded Autoblocks, an AI evaluation platform that sunset in late 2025 to focus on Seeko full-time. We write AI Ready for 50,000+ newsletter readers each week.