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Physical AI · Industrial autonomy

The AI brain that controls – not just advises.

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We build the AI brain
for industrial autonomy

SENSE OPTIMIZE MACHINE LEARNING ACT DEEP LEARNING AI BRAIN
Sense, Optimize, Machine Learning, Act, Deep Learning – AI Brain

About us

Mikołaj Kołodziejczak, CEO
Marcin Zientara, PhD, CTO

Mikołaj Kołodziejczak
Manufacturing & intralogistics specialist
Implemented Industry 4.0 solutions at Volkswagen Poznań
Co-founder of the Future Industry Platform Foundation
Expert in the energy transition

Marcin Zientara, PhD
Physicist specializing in complex systems
PhD from the Institute of Physics, Polish Academy of Sciences
13 years of research at Polish and German institutes
Author of 20+ scientific publications with 500+ citations
Architect of the AI, simulation & optimization tools behind eBigData products

eBigData is a Challenger in the ABB Startup Challenge 2025 eBigData has been selected as a Hello Tomorrow Deep Tech Pioneer 2026
 
Strategic partners:
GEO Creotech ASTOR WIG Poznan University of Technology entra group

Physics & Physical AI
for Industry

Closed-loop autonomy

Sense. Optimize. Act.
In real time.

We combine physics, Physical AI and physics-informed neural networks (PINNs) to build breakthrough Industrial AI for autonomous plants and factories. Next frontier: the same closed-loop autonomy for space systems.

See it in action: AI4MFC →

PHYSICS PINN PHYSICAL AI SENSE OPTIMIZE ACT

Our solutions

AI for Energy Efficiency & Autonomous Control

AI for Energy Efficiency & Autonomous Control

For more details, please visit the website computer version or feel free to contact us.

Autonomous AI master controllers that control, not just advise – in real time, 24/7, without human intervention.

>30%peak energy savings
<12 moROI, zero CAPEX
100%process safety
TRL 9live in Kraków Waterworks

AI4MFCTM – master flow control for pump and compressor sets: ≈10% average annual energy savings.

AI4ACTM – the same autonomous control for air handling units.

Plug & play with existing SCADA, PLC and VSD – zero downtime.

See it live: ai4in4.com →

AI for Green Mobility and TSL

AI for Green Mobility and TSL

For more details, please visit the website computer version or feel free to contact us.

Data-driven decisions for greener transport – where to charge and how to route.

−10%total route length (avg.)
100%on-time deliveries
Fewerresources to run the network
Optimalcharging station sites

CSL – finds optimal locations for alternative-fuel charging stations and scores their potential.

VRA – optimizes the transport network and the resources needed to operate it.

Let’s optimize your network →

AI for Manufacturing

AI for Manufacturing

For more details, please visit the website computer version or feel free to contact us.

AI that plans, simulates and optimizes production – from the order queue down to the physics of the process.

Schedulingproduction order queue
Resourcesline time & capacity
Simulationprocess digital twins
APS +extends your planning system

JSSA – AI scheduling of the production order queue for better use of line time and resources; extends or complements APS-class systems.

Process models – dedicated simulations of your technological processes, optimized for the KPI you choose: cycle time or energy.

Let’s talk about your line →

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Contact

From data to autonomy

eBigData sp. z o.o., registered office in Września,
Białężyce 36, 62-300 Września, Poland
VAT ID (NIP): 784 252 46 12
REGON: 387957011
KRS (National Court Register): 0000878902

Phone: +48 519 406 725
E-mail: info@ebigdata.eu