[ Realise Labs ]

Engineering intelligence for electrochemical energy.

We develop physics-informed software and electrochemical hardware to accelerate the development, validation and industrialisation of hydrogen and ammonia technologies.

Engineering intelligence · Physical technology · Real-world impact

Schematic: physics feeds software, software informs hardware, hardware scales into industrial systems.
REALISE LABS · DWG 001 · TECHNOLOGY CHAINSCALE 1:1 · REV AREF 01φ(x)PHYSICSTransport · kinetics · thermodynamicsREF 02j(x,y)SOFTWAREMultiphysics models · optimisationREF 03H₂ / NH₃HARDWARECells · stacks · reactorsREF 04BoP · scaleINDUSTRIAL SYSTEMSBalance of plant · scale-upCONTINUOUS ENGINEERING LOOP · MODELS ↔ EXPERIMENTAL DATA

Conceptual schematic. Hardware and software are in development.

[ Software + Hardware ]

One engineering platform. Two technology layers.

Realise Labs develops both the digital tools and the physical technologies required to solve complex electrochemical engineering problems.

Software

Physics-informed engineering intelligence

Realise Labs develops software combining physics-based modelling, engineering knowledge and AI to help energy technology companies understand, optimise and industrialise complex systems.

  • · electrochemical system modelling
  • · electrolyser modelling
  • · multiphysics simulation
  • · performance prediction
  • · degradation analysis
  • · design optimisation
  • · engineering decision support
  • · industrialisation
Explore Realise Labs Software

Hardware

Electrochemical technologies

Realise Labs also develops physical electrochemical technologies, using its modelling and engineering capabilities to design, optimise and validate real-world systems.

  • · electrochemical reactors
  • · hydrogen technologies
  • · ammonia production technologies
  • · electrolyser systems
  • · prototype development
  • · experimental validation
  • · scale-up and industrialisation
Explore Realise Labs Hardware

All hardware activities are in development and validation. No commercial readiness, TRL or performance claims are made.

[ The engineering loop ]

From digital engineering to physical technology.

01

Model

Physics and engineering fundamentals.

02

Simulate

Predict system behaviour.

03

Optimise

Identify better designs and operating conditions.

04

Prototype

Build physical technology.

05

Test

Compare models against experimental behaviour.

06

Industrialise

Move toward reliable, scalable technology.

Realise Labs is designed around the connection between computational engineering and physical technology. Our software helps us understand and optimise electrochemical systems.

Our hardware development provides a real-world environment in which engineering models can be validated, improved and translated into physical products.

Continuous loop

Software

Hardware

Experimental data

Better models

Better hardware

[ Hardware focus ]

From hydrogen to ammonia.

Developing electrochemical routes for ammonia production. Realise Labs is developing an electrochemical technology platform for ammonia production — the physical hardware side of the company, and the step beyond engineering software into proprietary deep-tech products. The technology is in development and validation.

Schematic placeholder — reactor imagery to be added

Conceptual illustration of the target architecture. Technology in development.

Development status

Early-stage development and experimental validation. No performance, efficiency or capacity claims.

Media

Space reserved for prototype photographs, video and technical diagrams.

Experimental data

Space reserved for validated experimental results as they become available.

Roadmap

Model → prototype → validate → iterate, with industrialisation studied in parallel.

Discuss our hardware development →
[ Realise Labs Engineering Intelligence ]

AI grounded in engineering physics.

Realise Labs is developing a physics-informed AI engineering copilot for deep-tech energy technologies. It is designed to help engineers and technology companies move from complex technical questions to faster engineering decisions.

Simulation

Understand system behaviour before building expensive prototypes.

Optimisation

Explore designs, operating conditions and engineering trade-offs.

Scale-up

Identify potential problems when moving from laboratory systems to larger industrial systems.

Industrialisation

Support engineering decisions around performance, reliability, tolerances and system integration.

Differentiation

AI + Physics + Engineering + Electrochemical systems

Realise Labs is not a generic AI chatbot. The engine is built around physical laws, electrochemical behaviour and industrial engineering constraints.

See how the software works →

Product demonstration space — screenshots, video walkthrough or a live demo will be embedded here.

[ Why Realise Labs ]

Physics

Deep understanding of electrochemical and physical systems.

Computation

Multiphysics modelling, simulation and engineering software.

AI

AI applied to real engineering problems rather than generic productivity.

Hardware

Ability to develop and test physical electrochemical technologies.

Realise Labs sits at the intersection of computational engineering and physical energy technology.

[ Founder ]

Built from deep electrochemical engineering experience.

Founder photograph

Ronit Kumar Panda

Founder & CEO

ronit.panda@realiselabs.fr

Realise Labs was founded from direct engineering experience in electrochemical energy systems — building, modelling and validating electrolyser technology inside industrial and research environments.

Domains

  • · hydrogen technologies
  • · electrolyser development
  • · AEM and SOEC systems
  • · electrochemical modelling
  • · multiphysics simulation
  • · stack development
  • · degradation and reliability
  • · experimental validation
  • · industrial engineering
  • · technology industrialisation

Tools & methods

COMSOLCFDPythonMATLAB / SimulinkElectrochemical modellingStack engineering
[ Industrial traction ]

From real engineering problems to real technology.

Realise Labs is already working with industry through engineering and technology-development engagements. This work is the company's commercial entry point — and its source of real engineering problems.

Realise Labs is not building a traditional engineering consultancy. Industrial engineering work gives Realise Labs direct access to customer problems, technology challenges and industrial requirements. These insights inform the development of scalable software and proprietary hardware.

Partner and customer logos are displayed only where written permission exists.

Industrial technology partnerships →
[ Company evolution ]

From capability to products.

Today

Industrial engineering + software development.

Next

Software products + industrial technology partnerships.

Long term

Proprietary software + proprietary electrochemical hardware.

Realise Labs is deliberately transitioning from founder-led engineering capability toward scalable technology products — software and proprietary electrochemical hardware.

[ What we're looking for ]

Let's build the next generation of energy technology.

We are exploring strategic funding and investment partnerships to accelerate software product development, proprietary IP, electrochemical hardware development, validation and commercialisation.

Industrial partners

Companies working on hydrogen, electrolysis, ammonia, batteries or related energy technologies that need advanced modelling, optimisation, validation or industrialisation capabilities.

Explore an industrial collaboration

Research & technology partners

Universities, laboratories, research organisations and technology centres interested in joint R&D, experimental validation, electrochemical technology and applied modelling.

Discuss an R&D partnership

Investors & funding partners

Deep-tech, climate-tech and industrial-tech investors, accelerators and public funding organisations interested in supporting Realise Labs' transition toward proprietary software and hardware.

Discuss investment