We separate your deterministic logic from the model's reasoning, so analysis stays repeatable, proactive, and sovereign.
Most tools shine a flashlight on one dark spot. Lumina was designed from the ground up as a holistic system where specialized agents cover your entire operation, institutional logic is captured and versioned, and your insights are auditable by design.
Dashboards show you the data. Chat assistants talk about it. Notebooks need a data scientist. Lumina turns the work into organizational intelligence your whole team owns and keeps.
| Capability | Lumina | BI & Dashboards | AI Chat & Copilots | Data Science & Notebooks |
|---|---|---|---|---|
| Builds organizational intelligence that compounds over time | ||||
| Pre-built agents tuned to your industry and its data | ||||
| Build your own custom agents with no code | Code required | |||
| Multi-agent reasoning that debates and reaches consensus | ||||
| Team collaboration on one shared intelligence layer | Dashboards | Limited | ||
| Repeatable, auditable answers you can trace to the source | Manual | In code | ||
| Surfaces the problem before you think to ask | Manual | |||
| An AI firewall that screens what reaches the model | ||||
| Run reasoning on your own or a local model | Cloud only | DIY | ||
| Deploy in the browser, on-prem, or fully air-gapped | SaaS only | Cloud only | Varies | |
| Your operating logic and IP are owned by you | Vendor cloud | Vendor cloud | Varies |
Categories are generalized across common tool types, not specific products.
Years of research into how analysts actually think, distilled into five design principles that make AI work the way your team works.
Your domain rules are encoded as deterministic logic. The AI interprets and explains. It never decides. The same question always produces the same answer, no matter who asks. Your best analyst's knowledge doesn't retire when they do.
Traditional tools wait for you to ask the right question. With Radar enabled, Lumina's agents scan your data, running sweeps that surface anomalies, trends, and risks before you even think to look.
One agent watches your pipeline integrity. Another monitors your financials. A third tracks compliance. In the Boardroom, they debate, challenge, and reach consensus, giving you a complete operational picture, not a narrow slice.
A full analytical SQL engine runs locally in your browser, so your raw data is never uploaded; only the small results and schema needed for narration go to the model. Institutional expertise is captured, version-controlled, and owned by you, and is never absorbed into someone else's training data.
Insights trace back to verifiable SQL, and the DIF Firewall governs each layer. Four clearance levels (L1 to L4) let you control exactly what leaves your device. Analytics you can explain to your board.
Most AI systems tangle formulas, interpretation, and explanation into a single probabilistic pass. Lumina separates them by design.
Generic AI tangles logic and language together. The formula, the interpretation, and the explanation all happen in a single probabilistic pass. You can't audit it. You can't version it. You can't repeat it.
Three distinct layers, each with a clear responsibility. Your logic stays under your control, the orchestration runs deterministically, and the AI narrates rather than decides.
Deterministic SQL macros. Your domain rules, versioned and auditable. Owned by you.
Agent routing, multi-agent consensus, task delegation across your operation.
LLM for intent parsing and narrative generation only. It explains. It never decides.
Same question, same answer. Computed from your data, not guessed.
Each agent comes pre-loaded with domain-specific SQL logic, industry formulas, and contextual knowledge. They don't hallucinate the formula. They were built with it.
Pipeline integrity & ILI analysis
Power trading & spark spread analysis
Drilling optimization & performance
Production allocation & decline curves
Autonomous well surveillance
Reservoir engineering & type curves
Nordic energy market analysis
Autonomous commodity price monitoring
Regulatory compliance monitoring
The DIF Firewall governs data sovereignty across each layer. Four clearance levels let you control exactly how your data interacts with AI, from cloud-assisted to fully air-gapped.
Cloud processing is permitted with standard encryption applied, giving agents their broadest range of available capabilities.
Typically just metadata leaves your device, and semantic classification screens outbound data before it is sent.
Restricted egress. The in-browser AI firewall screens what leaves your device.
Designed for no outbound egress with on-premises deployment, running your own LLM under Bring Your Own Key.
Years of research into how analysts actually think, distilled into a framework that makes AI work the way your team works. DIF breaks each interaction into three distinct phases to ensure accuracy and trust.
Understanding the intent behind your question, not just the keywords.
Scanning millions of data points using specialized agents and deterministic logic.
Presenting the insight as a trusted narrative backed by verifiable, auditable evidence.
Join the organizations that stopped renting intelligence and started owning the reasoning.
Book a Demo