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Neo4j

ANALYTICS
Velocity7.5

Neo4j is making the graph legible to agents and comfortable for humans at the same time.

graph-databasemcpcypher-copilotaura-clouddocument-ingestion
◆Current state
The window carries two distinct threads. On the AI side: an MCP server for Aura, Cypher Copilot gaining baseline edits and in-editor review, and a Document Intelligence preview for getting unstructured content into the graph. On the platform side: the July Aura release, Enterprise Studio 2026.07, self-service SSO, Fleet Manager migration from Community Edition to Aura, and now persistent query tabs in the Query tool.
◆Where it's heading
Neo4j is answering the question of who writes Cypher by making the answer 'not necessarily a person'. MCP exposes Aura to assistants, Copilot writes and reviews queries in the editor, and Document Intelligence handles the ingestion step that used to require a pipeline project. Around that, the managed-service work — SSO, fleet migration, release cadence — is aimed at moving self-managed installations into Aura, where those AI surfaces live.
◆Prediction
With MCP shipped and Copilot writing queries, the missing piece is governance over what an agent may run against a production graph — expect permissions or review controls scoped to AI-issued Cypher, and continued pressure to migrate Community Edition users into Aura.

◆Recent moves

  1. 6d ago

    Query Tabs: A new way to work with your queries

    Query gets persistent tabs for writing and running Cypher, with the sidebar reorganised and Saved Cypher renamed to Queries; the stream view stays for throwaway work. It moves the tool away from invoking saved queries in a stream and toward a workspace people keep open, which is what happens when a console becomes somebody's main editor rather than a place to check something.

  2. 7d ago

    Aura July: explicit GROUP BY in Cypher, quantized vectors GA

    The monthly database release continues the steady GQL-alignment work — GROUP BY as an alternative to Cypher's implicit grouping, a cardinality() scalar function, WHERE filtering on system-database procedure calls. High-fidelity quantized vector search reaching GA matters most here, since it becomes the default configuration for new indexes and feeds the retrieval workloads the platform layer is being built around.

  3. 11d ago

    Enterprise Studio 2026.07 collects Bloom and dashboard fixes

    A maintenance drop across Bloom search, dashboards and connection handling, plus Helm readiness checks and startup licence validation. Nothing that changes what Enterprise Studio can do.

  4. 20d ago

    MCP for Aura Now Available

    ⚡ SPARK

    The clearest expression of the trajectory: Neo4j stops treating AI access as something customers assemble and ships it as part of the managed database. It arrives alongside the Copilot and Document Intelligence work, all aimed at the same non-Cypher-writing user.

  5. 21d ago

    Cypher Copilot updates: Smarter Queries, Baseline Edits, and In-Editor Review

    Copilot now lints and EXPLAIN-tests its own generated Cypher before showing it, works from an existing query as a baseline, edits only a highlighted selection, and presents results as an accept/reject diff. The self-correction loop is the substantive part — it targets hallucinated paths and inverted relationship directions, the two failure modes that make generated Cypher untrustworthy.

  6. 27d ago

    Fleet Manager: Migrate a Community Edition database to Aura

    Fleet Manager gains a one-click path from a registered Community Edition database to a new Aura instance, with a guided option for teams that want control over the process. A migration on-ramp rather than a product capability, but it aims squarely at the self-managed base the platform work is being built for.