Choose How You Build
Three ways to integrate Aion. Same powerful features, different interfaces for different needs.
Search That Understands Your Visual Media
9+ neural search axes per file. Agentic AI that refines its own queries. Precision that RAG systems can't reach.
Aion vs. Others
Excelling at fine-grained analysis where others fail
| Query | Aion | Everyone Else |
|---|---|---|
| "Images with 3 or more people" | Model ensemble system extracts object counts per image | Unsearchable: vectors can't count |
| "Maps of Africa showing iron and cobalt with no lithium" | Reads legend text, enforces compound inclusion, applies semantic negation | Can't read legend text or enforce feature inclusion/exclusion |
| "Blueprints showing steel I-beams" (not wooden beams) | Verifies "steel" describes the I-beams specifically | Sees "steel" and "I-beam" independently, falsely matches wooden beams |
| "Circuit diagrams labeled 240V" | Reads text annotations directly, matches on exact labels | 240V and 120V diagrams look identical to vectors |
"Images with 3 or more people"
Model ensemble system extracts object counts per image
Unsearchable: vectors can't count
"Maps of Africa showing iron and cobalt with no lithium"
Reads legend text, enforces compound inclusion, applies semantic negation
Can't read legend text or enforce feature inclusion/exclusion
"Blueprints showing steel I-beams" (not wooden beams)
Verifies "steel" describes the I-beams specifically
Sees "steel" and "I-beam" independently, falsely matches wooden beams
"Circuit diagrams labeled 240V"
Reads text annotations directly, matches on exact labels
240V and 120V diagrams look identical to vectors
9+ Search Axes Per File
An ensemble of specialized models extracts structured knowledge across 9+ dimensions per file, each independently queryable.
Intelligent Organization
No predefined categories, no manual tagging. The system discovers natural groupings that actually reflect what's there.
Typed Execution Contracts
Every agent declares a typed contract. The runtime validates data flow at compile time and enforces it at execution.
Beyond Images: Full Document & Web Understanding
PDFs, DOCX, TXT, Markdown, and website links: structure-aware parsing, hybrid search, and page-accurate citations across your entire knowledge base
Structure-Aware Parsing
Sections and pages remain navigable after ingestion
Hybrid Document Search
Parallel semantic + keyword retrieval with fused ranking
Cross-Reference Intelligence
Unified ranking across visual, textual, and web content
Web Link Ingestion
Crawl and index websites alongside documents and images
Autonomous Document Analysis
Multi-iteration agent with structure-aware navigation