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Weekly · Analytics · Week of May 31, 2026

Analytics tools route themselves through agents as Hex, Holistics, and Neo4j make the agent the interface.

ai agentsmcpconversational biwork platformspath analysisenterprise readiness
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By Yahya Tür
LinkedIn ↗
Generated 1mo agoDrawn from 6 products

The week in analytics

The analytics sector spent the week routing itself through agents. Hex now operates as an MCP client, letting its agent reach external apps and tools rather than only data inside Hex, and shipped Generative Data Apps that build a publishable app from a prompt. Holistics turned its Ask AI surface into a two-way conversation that asks clarifying questions instead of guessing. Neo4j shipped a CLI explicitly built for AI agents, not just humans. Three different product shapes — notebook, BI tool, graph database — converged on the same idea: the agent is becoming the primary interface, and the product's job is to widen its context and tool surface.

The counter-current is unglamorous platform-building. NocoDB used a biweekly cadence to add Gantt View and public Shared Pages, pushing from Airtable clone toward a Notion/Asana stack on customer-owned SQL — with the flagship features gated to paid tiers. Plausible added User Journeys, moving from pageview counting toward behavioral path analysis while holding its privacy-first line. And Fulcrum, the lone outlier, shipped no AI at all: background GPS tracking on mobile and a Lasso selector on the web. The split is clean — most of the sector is betting on agents; a few are deepening the core.

Leaders

Hex shipped two sparks: MCP-client connectivity that lets the Hex Agent pull from third-party systems, and Generative Data Apps that collapse app creation into a single prompt. Both extend a consistent thesis — analysis, app-building, and tool access all route through the agent — and the follow-on signed-embedding release shows the generative path is being productionized.

Holistics reframed its BI interaction model with "AI that Asks Back," a conversational Ask AI mode where the model can ask clarifying questions rather than one-shot a guess into SQL. Alongside it came an Oracle connector and org-level GitHub App, signaling enterprise readiness is climbing in step with the AI investment, not after it.

Neo4j launched neo4j-cli, a unified command line for Aura management and Cypher queries explicitly designed for AI agents ("AX") as well as developers. It opens a scriptable, agent-accessible surface onto the graph, riding alongside capacity scaling and a revamped billing experience that harden Aura as an enterprise cloud.

NocoDB shipped Gantt View — draggable bars, dependency arrows, milestones, sprint-to-five-year zoom — and Shared Pages for public read-only NocoDocs. This is the moment it stops being an Airtable alternative and competes directly on project-management surface, with monetization following via paid/enterprise gating.

Plausible added User Journeys, surfacing the actual paths visitors take through a site — behavioral path analysis it had left to heavier suites. It's the clearest step yet from counting pageviews to analyzing behavior, consistent with recent strict-order funnels and property-level goals.

Wildcards

Fulcrum is the off-pattern product: while the sector chases agents, it shipped background GPS tracking on iOS and Android that survives navigating away from the map, plus a freehand Lasso selector and multi-file uploads on the web. The work hardens a field-collection-to-back-office loop with no AI angle — a reminder that "analytics" still includes operators whose hard problem is reliable data capture in the field.

Themes that compounded

  • The agent as primary interface: Hex (MCP, generative apps), Holistics (conversational Ask AI), and Neo4j (agent-facing CLI) all routed core capability through an agent this week.
  • CLIs as the agent on-ramp: Neo4j and Holistics both shipped command-line surfaces explicitly tied to agentic workflows.
  • Enterprise readiness rising in step with AI — Holistics' Oracle connector and GitHub App, Neo4j's billing and capacity work.
  • Path and behavior analysis deepened at Plausible, narrowing the gap with heavier suites without abandoning its lightweight line.
  • Paid-tier gating on flagship features (NocoDB's Gantt and Shared Pages) shows monetization tracking the platform expansion.

Watch this week

Watch Hex and Neo4j to see how far the agent surface widens — more MCP integrations or context sources at Hex, and neo4j-cli graduating from a Labs project toward a unified agent-friendly interface. Watch whether Holistics extends conversational, multi-turn AI into more workflows now that the dialog model has landed. And watch Fulcrum's flagged INFERENCE data-event library swap: if it ships, it signals the field-data outlier is starting to rework its workflow internals rather than just its capture reliability.