The Vision

Intelligence that lives
inside your organization.

Lumina is the intelligence fabric of your organization. Built on 25+ years of industry experience to augment human intelligence and preserve organizational knowledge.

The Architecture

Four commitments. One fabric.

Most AI platforms are built around cloud services, vendor lock-in, and opaque reasoning. Lumina is built around the opposite: a reasoning dialogue with your data, an intelligence fabric that compounds across your teams, local-first compute, and the operating logic your own experts own.

Dialogue, not dashboards

Work begins with a question, and the Dialogue Intelligence Framework turns analytics into a reasoning exchange between your organization and its data, so insight becomes something you arrive at rather than fetch from a static report.

Read the Framework

Organizational intelligence

The interaction between your experts and your agents creates organizational memories that compound over time and never retire, woven by Lumina Cortex into one fabric your whole organization can query.

What is Lumina Cortex?

Local first

A full analytical SQL engine runs inside your browser, so your operational data is analyzed where it already lives and only the small portion you choose is ever sent on for reasoning.

How local-first works

Your logic, your rules

Your logic, crafted by your most talented engineers, stays with the organization and transfers across the teams, so standards that took years to build are never lost when people move on.

Separation of Logic from Reasoning

The Foundation

Dialogue Intelligence Framework™

The Dialogue Intelligence Framework (DIF) is the architectural principle at the core of Lumina. Analytics is no longer something a user "does" inside tooling. It is an ongoing dialogue between the organization and its data, mediated by an intelligent system that learns both.

In a DIF-based system, insight is not limited to the moments when someone opens a dashboard. The system continuously analyzes data, detects emerging patterns, and surfaces observations proactively. The interface is a growing stream of contextual, explainable understanding that is always one question away from deeper clarity.

Read the DIF Whitepaper

Question-first, not tool-first

The primary abstraction is the question. Everything else exists to support interpreting and answering it.

Context carries forward

The system builds a memory of your operations, preferences, and prior findings. Every session is a continuation, not a reset.

Explainable by construction

Every answer is fully traceable and explainable, and you can reproduce it on your own machine, so you can trace each result step by step and review exactly how it was produced.

Proactive, not reactive

The system initiates the conversation when it detects something important. You do not need to know the right question in advance.

Local-First

The intelligence lives where the data lives.

Traditional analytics asks you to move your data to the cloud. Lumina moves the intelligence engine to your data.

A SQL engine in the browser

A full analytical SQL engine runs locally in your browser. Warehouse-class queries execute in milliseconds on hardware you already own, with zero data movement.

Zero data egress

Raw operational data never leaves your device. The AI receives only the metadata needed to construct a query. Results stay local. GDPR, HIPAA, and sovereignty requirements are satisfied by architecture, not policy documents.

Offline capable

Because the engine is local, you can work in a secure facility, on a rig, or without reliable connectivity. The intelligence fabric does not require an internet connection to reason with your data.

The AI provides

  • Natural-language understanding that turns plain questions into an ongoing dialogue
  • Pattern recognition that surfaces signals hidden across messy, inconsistent operational data
  • Reasoning chains that combine evidence from multiple sources into defensible conclusions
  • Explanations a person can read, follow, and audit before trusting the result
  • Routing that directs each question to the specialized agent best suited to answer it

Your domain experts own

  • Alarm thresholds and severity bands that define when a signal demands attention
  • Physics and process models that capture how your equipment actually behaves
  • Regulatory and safety limits that keep every decision inside your compliance boundaries
  • Engineering standards (API, ASME, ISO)
  • Budget rules, fiscal constraints, and policies

Separation of Logic

The AI reasons. You write the rules.

Most AI systems entangle the model and the logic it operates on. When the system gives an answer you disagree with, there is no rule to inspect and no threshold to change. The only intervention is "ask it again."

Lumina draws a hard line. The AI is the reasoning engine. The rules, thresholds, physics models, and regulatory limits are owned by domain experts and live outside the model. Change the rule, change the behavior. Audit the rule, audit the system. That logic is your IP.

Separation of Logic from Reasoning

Governance

Decentralized intelligence. Centralized accountability.

Not all data has the same sensitivity. Lumina's governance levels let you decide exactly where each agent processes data, down to air-gapped inference on your own servers.

L1
Public

Cloud inference. For public data, market reports, published catalogs.

L2
Internal

Restricted egress. For operational dashboards and internal figures.

L3
Confidential

Runs inference against your own self-hosted model endpoint, keeping data and model calls inside your network so confidential workloads stay on your infrastructure.

L4
Air-Gapped

Fully air-gapped operation: the system reasons on-device with no outbound network access and no telemetry, so the AI never reaches out to external services or sends usage data.

Lumina Cortex™

The organizational intelligence fabric.

Lumina Cortex is the layer that connects domain-expert agents, the memory they accumulate, and the multi-agent reasoning of the Boardroom into a single fabric your organization can query.

Where the industry built a data fabric to weave data from disparate sources, Lumina Cortex weaves intelligence. Agents reason within their own domain. Their insights compose through dialogue, not through data pipelines.

Read: What is Lumina Cortex?
Agent fabric
Vibration Analysis Agent
Asset Health
Integrity Agent
Pipeline Risk
Maintenance Planner
Work Orders
Finance Agent
Cost Constraints
Boardroom Consensus Layer

The Outcome

Beyond agents. A whole organizational intelligence.

Lumina is a holistic organizational intelligence platform that learns from the interactions between your experts and your data, and compounds them over time into an organizational fabric your whole company can reason with, long after any single project, model, or person has moved on. It is a new category, a System of Reasoning that sits above the systems of record and engagement you already run.

Your engineers get a better tool

An analyst that does the digging, runs the hypotheses, and shows its work, so your best people spend their hours on judgment and decisions instead of grinding through spreadsheets.

Their managers get better results

Faster, defensible answers that already carry the reasoning, so the team ships sharper calls and stops waiting on the one person who happens to know the data.

The organization keeps the intelligence

The reasoning and rules captured as people work stay and compound, so the platform builds residual value that grows the more your teams use it, not value that walks out the door.

Claim your organizational intelligence.

A 30-minute session with your data. No slides. No pitch. Bring a dataset and a hard question, and we will reason through it together.

Book a Demo

Or explore the Lumina concepts, browse the agents, and see how Lumina compares.