The Intelligence Layer for Carbon-to-Molecule Biomanufacturing
From private LLM to TITAN world model
BRAD is the digital intelligence system built around TITAN and ASMARA.
It connects historic industrial knowledge, modern biotechnology, process engineering, microbial pathway data, plant design, operating learning and digital twin modelling into one structured system. Its purpose is precise: to help TITAN and ASMARA manufacture molecules from recycled carbon reliably, repeatedly and at industrial scale.
AI has promised new materials, new molecules and future abundance. TITAN and ASMARA provide the physical manufacturing platforms where that promise can become real. BRAD is the intelligence layer that makes the transition possible.
From Carbon Recycling to Biomanufacturing
TITAN and ASMARA convert complex carbon streams into controlled gas-phase feedstocks and then into targeted molecular outputs through microbial fermentation.
This is not waste-to-energy. This is carbon-to-molecule biomanufacturing.
The platform begins with Hydrogen Producer Gas and ends with useful products: renewable methane, SAF intermediates, platform chemicals, biomaterials and future nutrient systems. BRAD supports this process by organising the knowledge needed to improve feedstock selection, gasification, gas quality, gas conditioning, microbial pathway selection, fermentation performance, product recovery, energy integration, logistics, dispatch and continuous optimisation.
BRAD Architecture
BRAD operates through five connected intelligence layers.
The first layer is the historic knowledge base. This includes more than 100 years of industrial knowledge across producer gas, hydrogenation, synthetic fuels, fermentation chemistry and gas conversion. SOLIDEArchive remains the underlying database, while BRAD structures and activates it.
The second layer is the design and build knowledge base. This supports TITAN and ASMARA specification, EPC delivery, modular replication, cost benchmarking and repeatable roll-out across multiple sites.
The third layer is the operational knowledge base. BRAD captures plant-level learning from gas quality, microbial performance, heat balance, utilities, maintenance, logistics and SCADA-linked operations. It turns individual assets into a fleet learning system.
The fourth layer is the science and technology knowledge base. BRAD tracks microbial pathways, acetogenic and methanogenic systems, emerging aerobic biology, patents, publications and next-generation FCMN production routes.
The fifth layer is the digital twin and predictability layer. This integrates the archive, design base, operating base and science base into a live model that supports prediction, scheduling, optimisation and decision-making across the platform.
Old Molecules Better. New Molecules Next.
The first objective is disciplined execution. TITAN and ASMARA are designed to manufacture known, high-value molecules better, cleaner and closer to the source of carbon. Renewable methane, LRNG, 2G ethanol, SAF intermediates, platform chemicals, biochar and soil-linked outputs form the first industrial foundation.
From that foundation, the platform expands into new molecules, new materials and new nutrient systems.
This is where AI becomes industrially relevant. Not as abstraction, but as intelligence connected to real carbon flows, real microbes, real reactors and real production systems.
Why BRAD Matters
BRAD is the intelligence layer that enables TITAN to move toward Full Stack FCMN manufacturing.
Today, TITAN integrates two microbial pathways on one platform: methanogenic fermentation for renewable methane, and acetogenic fermentation for 2G ethanol and SAF intermediates. Both are fuelled by Hydrogen Producer Gas derived from recycled carbon.
The next step is aerobic fermentation, adding a third biological pathway and completing the transition from Swing–Swing to Full Stack FCMN: fuels, chemicals, materials and nutrients from one integrated carbon platform.
Globally, more than 100 institutions are developing new microbes, strains, enzymes and production pathways for future FCMN outputs. BRAD bridges the gap between that global biotech development and real industrial manufacturing.
It acts as the conduit between science and deployment, tracking microbial innovation, mapping pathways to TITAN and ASMARA, assessing scale-up readiness, comparing performance and risk, and identifying where new biology can be manufactured through real carbon flows.
BRAD matters because AI alone does not manufacture molecules.
TITAN and ASMARA do.
BRAD helps decide which molecules, microbes, pathways and operating conditions can move from laboratory promise to industrial production.
All Seeing. All Hearing. All Sensing.
At TITAN, BRAD is designed to be all seeing, all hearing and all sensing.
It listens to the plant through operating data. It sees through SCADA, sensors, cameras, logs, process history, maintenance records and digital twin modelling. It senses the behaviour of gas flows, microbial systems, heat balance, utilities, dispatch logistics and safety systems.
This does not replace human judgement. It strengthens it.
Every department works through BRAD in the context of its own role. Design teams use BRAD to improve specifications. Operators use BRAD to understand performance. Maintenance teams use BRAD to anticipate risk. Science teams use BRAD to map new pathways. Management uses BRAD to support better decisions.
BRAD becomes the shared intelligence layer of the platform.
From Platform to System
TITAN and ASMARA are not single plants. They are repeatable carbon platforms.
BRAD turns those platforms into systems. It connects design, build, operation and science into a continuous loop of improvement. It enables faster deployment, better performance and reduced technical risk. It creates a foundation for scalable, sovereign biomanufacturing.
Recycled Carbon. Industrialised Biology.
Biomanufacturing from recycled carbon is not theoretical. It is deployable.
TITAN and ASMARA convert waste carbon into useful molecules. BRAD makes that system measurable, optimisable and expandable.
Together, they support distributed fuel production, low-emission chemical pathways, circular materials and future nutrient systems.
This is not a passive transition. It is the industrialisation of carbon recycling through biotechnology.
Built In. Built On.
BRAD is built into the platform and built on historic knowledge, modern biotechnology, real plant data and digital twin modelling.
It is not an overlay. It is the intelligence layer of the system.
The Direction of Travel
AI promises abundance. BRAD connects that promise to physical production.
TITAN and ASMARA provide the manufacturing layer. BRAD provides the intelligence.
Together they enable a new class of infrastructure: carbon-to-molecule platforms designed for scale, repeatability and Full Stack FCMN manufacturing.
Post-pollution. Post-petroleum. Full Stack carbon manufacturing.
BRAD makes it operational.