LoginSign Up
← Back to all sparks
H

Hex

ANALYTICS
Velocity6.3

Hex bets the product on prompt-as-authoring: data apps are now one sentence away.

ai-agentsgenerative-appscontext-managementdeveloper-surfaceembedded-integrationssemantic-layer
◆Current state
Hex is in the most aggressive AI-agent build-out of any analytics tool we track. The last month has stacked: repo connections as agent context, Generative Data Apps, prompt-to-dashboard, context suggestions, user memory, projects-as-context, and a CLI for programmatic context control. Around it, the surface has been extended with Hex-in-Claude, Hex-in-Cursor, a ClickHouse partnership, and Google Sheets export.
◆Where it's heading
Hex is reorganizing itself around an agent that the user steers with prompts and grounds with context. Each release adds either more context channels (repos, projects, semantic models, memory, guides) or more places the agent can act (apps, dashboards, third-party clients). The product surface is being recast: notebooks remain, but the primary entry point is becoming the prompt. Expect Hex to keep stacking context sources and to start moving from authoring assist into autonomous, scheduled, agent-driven workflows.
◆Prediction
Next plausible moves: agent-authored scheduled jobs or alerts, deeper integrations with semantic layer tools (dbt-style metric stores) as context sources, and more co-pilot embeddings in third-party editors. A pricing tier tied to agent usage is increasingly hard to delay.

◆Recent moves

  1. 7d ago

    Connect repos as agent context

    Repo connections add code as a context source for the agent, joining projects, guides, memory, and semantic models. Continues the steady widening of what Hex's agent can read.

    View source ↗
  2. 9d ago

    Generative Data Apps: build a data app from a prompt

    ⚡ SPARK

    Generative Data Apps reframe Hex around prompt-as-authoring: a data app is supposed to be one sentence away, not an afternoon of notebook work. The most directional move of the cycle and the clearest commitment to AI-first authoring.

  3. 21d ago

    Prompt to create published apps, better agentic visualizations, and more!

    Prompt-to-dashboard for published apps and better agentic visualizations extend the same generative-app thesis into a second surface. Incremental rather than directional because it builds on what shipped two weeks later as the headline feature.

  4. 28d ago

    Introducing Context Suggestions

    Context Suggestions surface the right grounding material to the agent automatically, with CLI controls for teams that want to manage suggestions programmatically. A maturity step in the context layer that anchors most other releases this cycle.

  5. 1mo ago

    Automatic user memory, the Hex Agent works on Hex apps, and more ways to manage context

    Automatic user memory plus the Hex Agent operating inside Hex apps tightens the agent's continuity across sessions and lets it act inside published surfaces. Foundational work that supports the later Generative Data Apps launch.

  6. 1mo ago

    Introducing the Hex CLI

    The Hex CLI introduces a programmatic surface for managing context and projects from the terminal or CI. Useful for platform teams and a precondition for the GitOps-flavored workflows the context features increasingly imply.