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Aha!

PM
Velocity8.8

Product roadmap and strategy platform for product managers, builders, and developers.

www.aha.io ↗

Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows

product-managementai-assistantmcpapp-builderintegrations
◆Current state
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
◆Where it's heading
Aha! is building toward an AI product management layer that talks to all the tools product teams already use — via both its own app builder and MCP connectors. Elle is accumulating integrations that let it act as an agent across the development toolchain, not just answer questions in isolation. Expect continued expansion of MCP-connected tools and the Builder's integration surface.
◆Prediction
Elle will gain write permissions across MCP-connected tools (not just read), enabling direct issue creation and status updates from within Aha! — the natural next step after establishing read connections.

◆Recent moves

  1. 13d ago

    Connect AI applications created with Aha! Builder to 3,000+ tools

    ⚡ SPARK

    Aha! Builder applications can now connect to over 3,000 external services including Slack, Salesforce, and Zendesk — transforming Builder from an isolated app tool into an integration-capable platform competitive with general-purpose app builders.

    View source ↗
  2. 13d ago

    Product All-Stars: How product leaders are helping teams build with AI

    A guest perspective piece on encouraging AI app building within product teams while maintaining governance. Editorial content, no product feature announced.

    View source ↗
  3. 15d ago

    Share customer research interview clips in Microsoft Teams and Slack

    Elle now identifies and clips key moments from customer research interviews and shares them with rich previews in Slack and Teams — reducing the time between conducting an interview and surfacing relevant evidence to stakeholders.

    View source ↗
  4. 20d ago

    Aha! Builder vs. Replit: How to choose the best AI app builder

    Comparison post for Aha! Builder vs. Replit targeting product teams evaluating AI app builders. Positioning content, not a product release.

    View source ↗
  5. 21d ago

    Our Customer Success team built these apps in one day with Aha! Builder

    A first-person account from Aha!'s Customer Success team using Builder to create internal apps in a single day. Product advocacy content with no new capability announcement.

    View source ↗
  6. 22d ago

    Introducing MCP connectors: Give Elle access to the tools you use

    ⚡ SPARK

    MCP connectors for Elle give Aha!'s AI assistant direct, approved access to GitHub, Linear, Jira, and other development tools — enabling Elle to query live project data across the toolchain rather than working only within Aha! itself.

    View source ↗