Physics-Aware AI Agents
for Engineering

Connect AI agents to your simulations, tools, and engineering data. They surface uncertainty, reason through the results, and deliver recommendations your team can stand behind.

SOC 2 Certified On-premise or cloud Full audit trail
Built on deep expertise in
Engineering AI Simulation Intelligence Physics-Aware Reasoning Uncertainty Analysis Multi-Agent Orchestration Subsurface Engineering Energy & Power Systems Explainable AI Human-in-the-Loop Workflows Technical Decision Support Engineering AI Simulation Intelligence Physics-Aware Reasoning Uncertainty Analysis Multi-Agent Orchestration Subsurface Engineering Energy & Power Systems Explainable AI Human-in-the-Loop Workflows Technical Decision Support

AI Agents That Reason Over Engineering Problems

Connect simulation tools, engineering data, and domain models. Inspect every reasoning step. Keep engineers in the loop.

Data Source SOURCE
Simulation outputs · Engineering data · APIs
AI Analysis AGENT
Any LLM · Multi-model
Insights OUTPUT
Validated decisions · Traceable recommendations
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Faster Engineering Scenario Analysis
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Traceable Agent Decisions
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Engineering Domains Supported
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Free Trial, No Card Needed

Built for Engineering Reasoning, Not Generic Automation

Most AI tools connect prompts and APIs. LumiMerse goes deeper — helping technical teams build agents that reason over simulations, constraints, uncertainty, and domain-specific tools.

REASON

Engineering Reasoning Engine

AI agents that inspect data, call tools, compare scenarios, validate assumptions, and explain why a recommendation is technically sound.

PHYSICS

Physics-Aware Agentic AI

Connect agents to simulation models, engineering calculations, Python tools, and domain datasets. Agents interpret results, not just text.

VALIDATE

Multi-Agent Simulation Intelligence

Specialist agents prepare inputs, run tools, interpret outputs, compare uncertainty, and generate engineering-ready recommendations — visually.


From Engineering Data to Traceable Decisions

Connect your engineering environment, build specialist reasoning agents on the visual canvas, and produce validated, explainable technical outputs.

01
Connect

Connect Engineering Data

Link simulation outputs, engineering datasets, Python tools, domain-specific software, databases, and APIs. No data leaves your boundary.

02
Build

Build Reasoning Agents

Use the visual canvas to wire together specialist agents — for data preparation, simulation review, uncertainty analysis, scenario ranking, and reporting.

03
Validate

Validate & Deploy

Inspect every agent step, assumption, and output. Approve with human-in-the-loop gates. Deploy with confidence that every recommendation is traceable.


Built for Engineering Teams Working with Complex Models

LumiMerse supports teams that rely on simulations, uncertainty analysis, technical workflows, and expert judgment.

Energy & Subsurface Engineering

Simulation interpretation, reservoir decisions, CCS monitoring, critical minerals, and uncertainty-aware scenario analysis.

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Power & Infrastructure Systems

Grid simulation, scenario planning, resilience analysis, operational risk reasoning, and power system decision support.

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Advanced Engineering & Simulation Teams

Any team using models, simulations, constraints, and technical decision workflows — where AI must be explainable and auditable.

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Build Your First Engineering AI Workflow

Start for free or talk to our team about a physics-aware agent workflow tailored to your engineering environment.

Designed with Deep Engineering and AI Expertise

LumiMerse is built for teams where AI must be explainable, auditable, and technically grounded — especially in simulation-heavy engineering domains.

Physics-aware orchestration. Connect agents to simulation models, engineering calculations, Python tools, and technical datasets — not just text APIs.

Transparent reasoning. Inspect each agent step, input, output, assumption, and recommendation. Every decision has a traceable chain of evidence.

Human-in-the-loop validation. Keep engineers in control of high-impact technical decisions with approval gates built into every workflow.

Frequently Asked Questions

What makes LumiMerse different from tools like n8n, Flowise, or Dify?

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LumiMerse is built specifically for engineering reasoning — not generic automation. Agents can connect to simulation models, interpret technical outputs, evaluate uncertainty, and produce traceable engineering recommendations. Most workflow tools move data between APIs; LumiMerse moves engineering judgment.

Can agents connect to our existing simulation tools and Python scripts?

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Yes. LumiMerse supports native Python tool nodes, REST API connections, and domain-specific integrations. Agents can call your simulation software, engineering calculations, and databases directly within the workflow.

How does LumiMerse handle uncertainty in engineering decisions?

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Specialist agents can be configured to evaluate uncertainty ranges, compare scenarios, rank options, and flag assumptions that require expert review — keeping engineers in control of high-stakes decisions.

Can we deploy on-premise or in our own cloud environment?

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Yes. LumiMerse supports on-premise, cloud, and hybrid deployments. No engineering data needs to leave your boundary. SOC 2 compliant infrastructure with end-to-end encryption.

Do you offer consultancy for building the first workflows?

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Yes. Our consultancy team specializes in engineering AI workflow design, simulation intelligence prototypes, and domain-specific agent development. We can help you design, build, and validate your first engineering reasoning workflow.

Build your first intelligent engineering workflow.

Start your 14-day free trial today. No credit card required.

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