Applied Computing rebuilds Orbital around a world model plant engineers can shape themselves

Applied Computing unveiled Orbital 2.0 on November 3rd, 2026 at ADIPEC in Abu Dhabi, rebuilding its plant-operations software around what the company calls a world model for energy that gives each customer a self-learning model engineers can shape themselves. The launch comes nearly four months after KBR led Applied Computing's $20M Series A, and the company says the approach targets the researcher-led customization that slows industrial AI deployments. Callum Adamson and Dr. Sam Tukra, who began exploring AI for existing energy systems in 2022, presented the release, which Applied Computing aims to scale through partners such as KBR into more refineries and chemical plants.

Applied Computing rebuilds Orbital around a world model plant engineers can shape themselves Callum Adamson and Sam Tukra say Applied Computing's rebuilt Orbital gives each customer a self-learning model, nearly four months after KBR led its $20M Series A. By RuntimeWire Staff https://runtimewire.com/author/runtimewire-staff · Published Primary source: PR Newswire Business Technology https://www.prnewswire.com/news-releases/applied-computing-unveils-the-next-generation-of-orbital-at-adipec-the-first-ever-world-model-for-energy-302928077.html Why it matters Orbital 2.0 tests whether a plant-specific world model can cut the researcher-led customisation that slows industrial AI deployments. If engineers can safely shape the model themselves, Applied Computing can scale through partners such as KBR into more refineries and chemical plants; if they cannot, entrenched suppliers keep the advantage. Callum Adamson and Dr. Sam Tukra chose ADIPEC in Abu Dhabi to show the version of Orbital they have been working toward since they started exploring AI for existing energy systems in 2022. Applied Computing https://appliedcomputing.com/?ref=runtimewire unveiled Orbital 2.0 on November 3rd, 2026 https://appliedcomputing.com/newsroom/orbital-world-model?ref=runtimewire , rebuilding its plant-operations software around what Applied Computing calls a world model for energy.… When you purchase through links in our articles, we may earn a small commission https://runtimewire.com/affiliate-monetization-standards . This doesn’t affect our editorial independence.