SiC Systems, a developer of multi-agent AI for process manufacturing, has announced a cooperation with Copernic Catalysts to advance a next-generation platform for green ammonia production and accelerated plant design.
By integrating Copernic’s NeptuneTM ammonia synthesis catalyst into SiC’s adaptive, physics-informed, agent-oriented engineering design platform, the company positions itself to deliver higher-efficiency, lower-energy, and lower-carbon ammonia production at industrial scale alongside significantly faster project execution.
The global ammonia market – valued at approximately US$80 billion annually – is undergoing rapid transformation as demand accelerates for low-carbon fertilizers, zero-emission shipping fuels, and energy carriers: giving rise to a future projection by early 2030 of ~US$120 billion. However, high capital intensity, energy consumption, and long project development cycles continue to constrain deployment. SiC System is addressing these bottlenecks through a combination of catalyst-enabled process innovation and AI-driven design automation.
Platform strategy
At the core of SiC‘s platform is a multi-agent system capable of conducting exhaustive, physics-informed exploration of plant design configurations. Unlike conventional engineering workflows – typically limited by time, cost, and sequential iteration – SiC evaluates thousands of process pathways in parallel enabling:
- Catalyst-informed and performance-optimised flowsheet synthesis: SiC’s physics-informed agents will incorporate the operating envelope of Copernic’s catalyst directly into automated flowsheet generation and optimisation.
- Process intensification through exhaustive design exploration: the platform evaluates a wide range of process configurations in parallel, identifying intensified solutions that maximise conversion efficiency and minimise energy consumption.
- Accelerated pre-engineering and basic engineering: SiC’s adaptive agent ‘hives’ will run parallel simulations, sizing calculations, and sustainability analyses that today are performed sequentially by large engineering teams, targeting up to several thousand engineering man-hours removed from a typical green field ammonia project.
- Digital twins for real-time control: digital twins of catalyst-driven ammonia reactors are generated that synchronise with live plant data, enabling predictive control, anomaly detection, and autonomous troubleshooting once plants are operational.
- Go-to-market with ammonia producers: the companies will engage existing and prospective ammonia producers – including operators evaluating green and blue ammonia for fertilizer, shipping fuel, and energy carrier applications – to deploy at pilot and commercial scale.
Commercial impact and time-to-value
In addition to improving plant performance, SiC Systems’ approach significantly reduces engineering effort and project timelines. By compressing pre-engineering and design phases, the company expects to shorten time to operation by more than one year for typical greenfield ammonia projects. This acceleration enables:
- Earlier revenue generation.
- Improved project IRR and NPV.
- Faster capital recycling for project developers and investors significantly improving ROI.
When paired with Copernic’s Neptune catalyst, which enables operation under relatively moderate conditions compared to conventional processes, the platform is designed to unlock:
- CAPEX reductions due to moderate operation conditions coupled with optimised equipment sizing.
- Higher ammonia yields and improved conversion efficiency.
- Lower specific energy consumption and reduced operating costs.
“Decarbonising ammonia is one of the most consequential industrial challenges of this decade. Our advanced Neptune ammonia synthesis catalyst enables operation under relatively moderate conditions, increasing the capacity of all types of ammonia plant designs while reducing OPEX. Cooperating with SiC allows further reduction in cost of green field ammonia plant and construction time. SiC will pair our drop-in Neptune catalyst with the kind of AI-driven engineering workflow the industry has needed for years, giving producers a credible path to low-cost, low-carbon ammonia at scale.” Said Dr Jacob Grose, Co-Founder and CEO, Copernic Catalysts.
“Copernic is exactly the kind of partner SiC was built for: a deeply technical team solving a real, physical problem at industrial scale. Our multi-agent platform is designed to replace the 40 000 hr engineering bottleneck with physics-informed agents that reason, simulate, and act in real time. Applying that to Copernic’s catalyst means we can stand up green ammonia plants faster, operate them more safely, and prove out a blueprint that other process industries can follow.” Added Christopher Savoie, PhD, JD, Co-Founder, Chairman and CEO, SiC Systems.
Why it matters
As decarbonisation accelerates across global energy and industrial systems, ammonia is emerging as a critical vector for clean energy transport and storage. The ability to deliver lower-cost, higher-efficiency ammonia plants at scale represents a significant commercial opportunity.
SiC Systems’ integrated approach is designed to capture this opportunity by reducing both the cost and time barriers that have historically limited deployment while delivering superior plant performance. The result is a differentiated pathway to scalable, capital-efficient growth in one of the most strategically important segments of the energy transition.