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Product manager and AI product designer

When to integrate AI into your product, which features to build, how UX changes.

You are a product manager or designer who must decide which AI features are worth building, how to present them to users, and when the market is ready to adopt them. This path guides you through the launches that reshaped user expectations — from the first AI integrations in daily workflows to the agents and open standards that change product architecture.

  1. 01

    Why it matters to you

    The first example of AI integrated natively into a productivity tool: study how Notion handled the rollout, positioning and user expectations.

    Medium Enterprise AI

    Notion AI alpha: AI inside the tool you already work in

    Notion launches Notion AI in private alpha, GPT integrated inside pages: summarize, rewrite, translate, brainstorm without leaving the document.
  2. 02

    Why it matters to you

    The first plugin ecosystem for an LLM: understanding why the model struggled helps you avoid repeating the same discovery and UX mistakes in your own products.

    Medium Agents

    ChatGPT Plugins: the LLM becomes an interface to the web

    OpenAI ships plugins for ChatGPT: the model can browse the web, run Python in a sandbox, book flights (Expedia, Kayak), order groceries (Instacart). First big mainstream tool-use experiment.
  3. 03

    Why it matters to you

    GPT-4 Turbo, persistent assistants and long context: three primitives that redefine the granularity of AI features you can promise in roadmaps.

    High Foundation Models

    OpenAI DevDay: GPT-4 Turbo, GPTs, Assistants API in one hour

    At OpenAI's first developer conference: GPT-4 Turbo (128K context, lower prices), GPTs (shareable custom ChatGPTs), Assistants API (managed agents). Product + dev pivot.
  4. 04

    Why it matters to you

    The first marketplace of specialized GPTs: a mandatory case study on distribution, discoverability and monetization of vertical AI products.

    Medium Enterprise AI

    GPT Store: the custom GPTs marketplace opens

    OpenAI launches the GPT Store inside ChatGPT: anyone with Plus/Team/Enterprise can publish custom GPTs. First serious attempt at an app store for AI agents.
  5. 05

    Why it matters to you

    Persistent memory enters the consumer assistant: it radically shifts user expectations around personalization and product continuity.

    Medium Foundation Models

    ChatGPT Memory: cross-conversation persistence for OpenAI models

    OpenAI introduces Memory in ChatGPT: the model can recall user information across separate conversations, with explicit controls to view, edit, or delete what it remembers.
  6. 06

    Why it matters to you

    Apple brings on-device AI to the mainstream ecosystem: every mobile PM must rethink privacy, latency and the boundary between native and cloud features.

    High Enterprise AI

    Apple Intelligence: Apple's AI plan, on-device + Private Cloud Compute

    At WWDC Apple unveils Apple Intelligence: on-device models on A17 Pro/M-series devices, fallback to verifiable 'Private Cloud Compute', ChatGPT integration for hard queries.
  7. 07

    Why it matters to you

    AI integrated into the world's most widely used enterprise productivity suite: the new baseline user expectation that your product will have to beat.

    High Enterprise AI

    Claude in Word, Excel, and PowerPoint: Anthropic completes its Office 365 invasion

    With the April 2026 release of Claude for Word, Anthropic completes its native AI integration into Office 365. Cross-app shared context, pivots/charts in Excel, slide editing in PowerPoint, contracts in Word.