Geminos CEO Stuart Frost Introduces Geminos ArchWay™, a Unified Architecture for Enterprise AI

ArchWay provides the enterprise foundation behind Geminos PathWay™, helping organizations move from AI prototypes to purpose-built applications

Geminos Software, led by Founder and CEO Stuart Frost, today announced Geminos ArchWay™, the enterprise AI architecture behind Geminos PathWay™, the company’s newly announced offering that delivers complete, purpose-built applications for specific business problems.

ArchWay provides the structure that enterprise AI requires, and PathWay puts that architecture to work around a specific business problem.”

— Stuart Frost, Founder and CEO Geminos Software

Generative AI has made it easier to demonstrate ideas quickly, but many organizations still struggle to turn those demonstrations into dependable applications that can be governed, supported and expanded across the enterprise. ArchWay addresses that gap by giving every PathWay solution a shared architectural foundation rather than allowing each application to become another isolated AI project.

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Geminos builds every PathWay application on ArchWay, incorporating the capabilities required from Geminos KnowledgeWay™, Geminos CauseWay™ or both, together with the additional AI, analytical and software capabilities needed for the use case.

“AI-assisted coding has made it possible to turn ideas into working prototypes faster than ever,” said Stuart Frost, Founder and CEO of Geminos Software. “This approach—often called vibe coding—can be valuable for quickly exploring an idea and demonstrating what might be possible. But creating a prototype is very different from building an enterprise application. Vibe coding alone does not provide the architecture, system boundaries, integration contracts, security requirements or shared context that enterprise software requires. Geminos takes a different approach. Through PathWay, we use AI-assisted development within ArchWay, giving coding tools the architectural context, boundaries and verification they need to help create applications designed for real enterprise use.”

Architecture for complete enterprise AI applications
ArchWay defines how the forms of intelligence required for a particular use case work together around an operational decision. The exact configuration depends on the application. When KnowledgeWay is used, its Enterprise Knowledge Graph connects information to real-world entities and relationships while preserving source, time, derivation and confidence. CauseWay can be used with or without KnowledgeWay to provide causal analysis for understanding why outcomes occur and evaluating potential interventions.

Applications built on ArchWay can also use large language models, agents, predictive machine learning, optimization, deterministic rules and human review according to the needs of each use case.

ArchWay is designed to work with an organization’s existing technology. Systems of record remain authoritative, while knowledge, evidence, model access and controls can be shared across applications. Governed interfaces separate model choice from business logic and workflow, allowing teams to change models without rebuilding every application around a single provider.

“ArchWay provides the structure that enterprise AI requires, and PathWay puts that architecture to work around a specific business problem,” said Stuart Frost. “Together, they allow organizations to benefit from the speed of AI-assisted development while ensuring that application components align with enterprise knowledge, business rules and governance. Just as importantly, each application can leave behind trusted knowledge, integrations, controls and engineering assets that the next application can reuse. The hundredth application should not have to rediscover what the first ninety-nine have already learned.”

From working application to production
With PathWay, Geminos begins with the operational decision or workflow the customer wants to improve and develops a working application so the customer can evaluate what it will do before committing to full production. If the customer chooses to proceed, Geminos connects live data, integrates the application into the organization’s existing environment and supports its production deployment and continued evolution.

Because every PathWay solution is built on ArchWay, organizations can address an immediate business need while strengthening the foundation for the AI applications that follow.

Organizations with their own development teams can also build within the ArchWay architecture by licensing KnowledgeWay, CauseWay or both.

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