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Lumina

Munich · Erlangen · Industrial AI

We are building the incident intelligence layer for production teams.

Lumina started from a simple conviction: production problems are not isolated alerts. They are incidents spread across machine signals, visual evidence, operator notes, SAP / MES records, and the memory of people on the line.

We connect those fragments into one governed investigation workflow — so teams can understand what happened, why it happened, what to do next, and what should be remembered next time.

2025Founded
3Founders
1Shared incident object
0Rip-and-replace

The founding team

Built by people who felt the problem first.

Lumina was not created by random SaaS founders. The team combines robotics / AI, hardware / edge systems, and enterprise / ERP integration — exactly the three layers needed to solve production-line incident intelligence end-to-end.

Aly Barakat
CTO / COO & Co-founderAly Barakat

Holds an M.Sc. in Electrical Engineering & Robotics from TUM, with extensive experience at OnSemi, Mouser Electronics, and Rohde & Schwarz. Specializes in industrial automation and edge AI technologies.

Peter Khalil
CIO & Co-founderPeter Khalil

Holds an M.Sc. in Information Systems from Uni Bremen, with extensive consulting experience at SAP followed by specialization in SAP systems at BestSecret GmbH. Expert in ERP/MES integration.

Together, the founding team connects the three systems production intelligence depends on: the physical line, the AI layer, and the enterprise operating stack.

Our journey

From first conviction to production intelligence.

Lumina is being built in public momentum: from an industrial AI thesis to a working incident intelligence platform shaped by startup ecosystems, infrastructure partners, and production research.

Lumina's origin

Started in October 2025 around one conviction: production teams should not solve the same incidents from scratch every shift.

NVIDIA Inception

Support for industrial AI systems combining visual evidence, edge deployment, and scalable model infrastructure.

Google for Startups

Access to cloud, AI, and startup infrastructure as Lumina prepares for line-level pilots.

TUM.ai ecosystem

Early startup feedback, pitch exposure, and access to one of Munich's strongest AI and entrepreneurship communities.

AWS for Startups

Cloud foundation for secure infrastructure, scalable incident workflows, and future production deployments.

FAPS partnership

A deeper bridge between production-systems research and real industrial AI deployment.

Lumina's origin

Started in October 2025 around one conviction: production teams should not solve the same incidents from scratch every shift.

TUM.ai ecosystem

Early startup feedback, pitch exposure, and access to one of Munich's strongest AI and entrepreneurship communities.

NVIDIA Inception

Support for industrial AI systems combining visual evidence, edge deployment, and scalable model infrastructure.

AWS for Startups

Cloud foundation for secure infrastructure, scalable incident workflows, and future production deployments.

Google for Startups

Access to cloud, AI, and startup infrastructure as Lumina prepares for line-level pilots.

FAPS partnership

A deeper bridge between production-systems research and real industrial AI deployment.

Careers

Build the intelligence layer
for the factory floor.

We are a small, focused founding team working on a problem that matters. Every person we bring in shapes the architecture, culture, and direction of Lumina. We hire people who understand production before they try to improve it.

EngineeringFull-Stack Product EngineerFull-time · Munich / Remote

Work across the platform: incident workspaces, agent pipelines, evidence flows, and live production views. You should be comfortable owning features end-to-end.

Next.jsTypeScriptPythonPostgreSQL
EngineeringIndustrial AI / OT Integration EngineerFull-time · Munich

Own the integration layer between Lumina and real factory systems — OPC UA, MQTT, SAP, MES, historian. You need to understand factory data before you connect it.

OPC UAMQTTPythonIndustrial protocols
DesignProduct Designer — Platform & AgentsFull-time · Munich / Remote

Design the interface layer between human operators and AI agents: how evidence surfaces, how approval gates feel, how memory objects are presented.

FigmaMotion designDesign systems
GrowthIndustrial AI GTM LeadFull-time · Munich

Own the path from pilot to paid deployment. You should understand manufacturing operations and be comfortable navigating plant managers, IT, and procurement.

B2B SaaSManufacturingEnterprise sales

Don't see your role?

"We are building something that production engineers will rely on when a line goes down at 3am. That standard shapes every design decision we make."
— Lumina founding team, Munich

Work with us

Pilots, research, partnerships.

Whether you run a production line, lead an industrial AI lab, or build factory technology — we want to talk. Lumina is being built from the ground up with the right partners.

Pilot Customers

For manufacturers dealing with repeated incidents, quality drift, or fragmented investigations. We want to understand your line before we solve it.

Research

For labs and institutes working on industrial AI, robotics, production systems, multimodal perception, or trustworthy agents in constrained environments.

Partnerships

For system integrators, OT vendors, MES/ERP providers, or industrial technology companies looking to connect with Lumina's incident intelligence layer.

General

Press, investors, events, or a question that doesn't fit any of the above — reach out directly and we'll route it to the right person.

Talk directly to the founders.Mohamed, Aly, and Peter read every message personally.

Bring one incident. We show the command layer.

See how Lumina turns your evidence into intelligence that prevents the next one.

  • One line
  • One recurring incident
  • Your evidence sources
See Platform