Where the platform is, and where it's going.
LumIntelligence is developed in the open with our own products first, every capability below either ships in a Lumi native app today, or is being built toward that bar.
Now
Shipping and validated
LLM-agnostic architecture
Gemini, OpenAI, or fully offline with Ollama, swap providers without touching your data model.
Text-based ingestion
Free-form written content, notes, transcripts, documents, is the current ingestion surface.
General-purpose parsing engine
Node Discovery (NoD), Autonomous Data & Heuristics Discovery (ADHD), and the Intention Engine (IE) work together to find entities and route queries without hand-tuned rules per domain.
Supports Lumi native apps
LumiContacts runs in production on this foundation today, proving the graph under a real, opinionated product.
Next
In active development
Multi-modal ingestion
Extending beyond text to images, audio, and other source formats as first-class ingestible units.
Expanded file format & storage support
Broader native support for the formats and storage backends teams already use, without a custom pre-processing step.
Additional third-party platform integrations
Direct connections into the tools where source content already lives.
Higher workflow autonomy, RSVP
The Recursive Survey & Validation Protocol lets the pipeline revisit and self-check its own parsing, enabling more purposeful downstream processing with less manual tuning.
Multi-knowledge-network workflows, TGS
The Twin Galaxy System runs parallel, specialized knowledge networks side by side, for proprietary or domain-specific knowledge that shouldn't blend into a general graph.
Open LumIntelligence as a development platform
Opening the platform so outside developers can build their own applications on the same engine that powers the Lumi native apps.
A quick glossary
A few terms above are shorthand for internal systems. Directional definitions, expect these to sharpen as each capability ships.
Node Discovery
Identifies entities mentioned within raw source text.
Autonomous Data & Heuristics Discovery
Surfaces structure and patterns in unstructured input without hand-written per-domain rules.
Intention Engine
Interprets what a query is actually asking, to guide retrieval and validation.
Recursive Survey & Validation Protocol
A self-checking pass that revisits its own parsing before committing results downstream.
Twin Galaxy System
Parallel, specialized knowledge networks that run alongside the general graph for proprietary domains.