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Ariadne

One thread through the Labyrinth. Ariadne follows a single entity's evidence across graph, records, and documents, then pulls it back into one cited answer.

Graph · Relational · Unstructured · Multimodal

What is Ariadne?

What you know about a single entity is scattered across graphs, databases, and documents, in text, images, and video. No one tool spans that range. So analysts pivot between systems by hand and lose the thread between clicks.

Ariadne does the pivoting for them. One agent reaches across every store, follows the connections, and returns a single cited answer.

The hard part isn't access. It's reasoning.

The decisive link between two facts often exists only through an implicit relationship, buried in a different store and a different format. Ariadne is built to follow that thread.

Traverse hierarchies

Multi-hop reasoning over organizational graphs, following relationships conventional tools can't connect.

Reconcile modalities

Fuse metadata, text, imagery, and video into one analytic picture.

Reduce pivots

One harness drives the sources, so you keep momentum instead of switching tools.

Surface the non-obvious

Coordinated tool sequences expose connections impractical to find by hand.

Follow the thread Illustrative

One question about one entity, traced across every store into a cited answer.

Ask

"Who reports to Marisol Vance, and which of them was in Prague this spring?"

  1. Graph

    Traverse

    Walks the org graph to resolve Vance's direct and indirect reports.

  2. Relational

    Cross-check

    Joins travel and badge records, keeping only the spring-in-Prague matches.

  3. Unstructured

    Corroborate

    Reads trip reports and photo metadata to confirm each one.

  4. Answer

    Synthesize

    Returns a short list with a citation behind every name.

Grounded in research

Every architectural decision is researched and fact-checked before it hardens into code.

29primary sources researched
25claims adversarially verified
35decisions recorded as ADRs

Architecture Agent SDK Reference Roadmap

Ariadne is an umbrella demonstration layer: it integrates companion-project capabilities as callable tools rather than duplicating them.

Pick up the thread.

Set up the harness and trace your first entity in minutes.

Get Started How It Works