From Raw Signals to Human Investigation
Subsurface
Lium transforms high-dimensional subsurface data into LLM-ready representations, enabling natural language exploration of geological hazards, resource potential, and structural integrity for critical extraction, storage, and infrastructure decisions.
F3 Block Analysis
Fault corridor review within AOI-2 (1600–2000 ms TWT)
Seismic Volume
F3 Block • 1600–2000 ms TWT
Earth Observation
Lium bridges multi-spectral sensor data to language models, enabling deep investigation of complex patterns, environmental impacts, and operational risks across vast territories—with auditable answers for regulatory and strategic decisions.
Change Detection
Site A monitoring (Jul 1–31, 2024)
Satellite Analysis
Site A • 5 km radius • Jul 2024
Space
Surface rare events from notoriously sparse Chandra X-ray data. For the first time in human history, we can now have a conversation with a black hole to understand its physical properties.
X-ray Source Triage
Chandra catalog • UMAP embedding
UMAP Embedding
X-ray sources • Feature space
What you get with Lium
Months of manual analysis. Petabytes of unused data. Decisions slowed by complexity. LLMs couldn't help — until now
Supercharge your best investigators
What took weeks now takes minutes. Explore dynamically across sources and move from data producer to decision maker.
Scale expertise
Encode your best analyst's playbook once and run it everywhere. Let generalists work in verification mode with senior-level insight.
See what you've been missing
Apply intelligence to more context than any human can hold. Find the patterns, anomalies, and correlations buried in your data ocean.
Trust every answer
Evidence trail for every result. Reproducible investigations. Policy-controlled operations. Not a black box—transparent intelligence.
Flexible Intelligence by Design
Deploy where you want. Adapt to your domain. Use the models and tools you trust. Lium handles the complexity - you handle the discoveries.
Configure & Connect
Deploy anywhere. Point at your data. Start asking questions.
- Choose where your data stays—your cloud or ours
- Connect directly to S3, Azure, or any data lake
- No data duplication or migration needed
- Your data never leaves your control
Adapt & Distill
AI understands your domain. You stay in control.
- Tell us your domain—we'll handle the complexity
- Review and adjust what matters to you
- Turn terabytes into queryable intelligence
- Skip months of manual feature engineering
Integrate Tools
Your models. Your formulas. Our orchestration.
- Plug in the ML models you already trust
- Add the domain math your team uses daily
- Everything runs under your privacy rules
- No vendor lock-in—bring what works
Orchestrate & Reason
Ask in plain English. Get expert-level answers.
- Query your high-dimensional data naturally
- Run one-off investigations or large batch jobs
- Every answer comes with proof you can verify
- No black box—see exactly what was analyzed
Consolidate & Export
Results in your format. Delivered where you need them.
- Export to industry-standard formats
- Full audit trail for compliance
- Direct delivery to your existing tools
- Policy-controlled data egress