Geminos ArchWay
ArchWay defines the blueprint for how different types of AI work together to deliver a solution on a trusted foundation, for teams building their own enterprise AI.
The missing middle, solved
Most large enterprises already have data, cloud infrastructure, capable engineers and access to frontier models. What they lack is the system between a model and a supported operational decision: the enterprise meaning, evidence, integration, workflow and controls that let an AI result be used with confidence. ArchWay is that system.
ArchWay does not replace your existing technology estate and does not force solutions into a monolith. Systems of record stay authoritative. Existing data, integration, analytical and model platforms keep their roles, while knowledge, evidence, model access and controls are shared wherever reuse creates value.
The Enterprise Knowledge Graph at the center
The same asset, customer, incident or decision appears under different identifiers across systems, documents and expert narratives. Conventional data integration moves and reconciles records; it does not resolve that semantic fragmentation. At the center of ArchWay is an Enterprise Knowledge Graph, built and maintained by KnowledgeWay, that connects information to real world entities and relationships, with source, time, derivation and confidence kept for every assertion.
An AI solution is a system, not a model
Most consequential enterprise decisions need capabilities an LLM does not provide on its own. ArchWay composes the right forms of intelligence around a decision, each doing the job it is suited to. The model is a component. The operational solution, embedded in a real decision and connected to action, is the unit of enterprise value.
Enterprise Knowledge Graph
Identify entities, relationships, topology, events and evidence, and hold provenance.
Large language models
Interpret narratives and documents, support natural language interaction, draft explanations.
Time series analytics
Detect changing behavior and emerging conditions.
Predictive ML
Estimate risk, degradation, demand and event likelihood.
Causal AI
Identify likely drivers and estimate the effect of interventions.
Optimization
Select a feasible plan across objectives, constraints and trade offs.
Deterministic rules
Enforce safety, policy and approvals.
Computer vision
Interpret inspection media and imagery.
Simulation and digital twins
Test physical behavior and scenarios before action.
Human expertise
Set objectives and constraints, validate behavior, judge exceptions, hold authority.
Model choice without architectural lock-in
Different tasks need different trade offs among quality, latency, cost, confidentiality and deployment location. ArchWay places model access behind governed interfaces, so those choices never become inseparable from business logic, evidence and workflow. The enterprise can adopt new models without rebuilding every application around a provider's interfaces.
An architecture that grows through use
ArchWay is established through vertical solutions, not a platform built years ahead of need. The first lighthouse application builds the minimum it needs inside the target architectural boundaries. The second is chosen partly for its ability to reuse what the first created. Proven assets are then promoted into shared services and patterns.
Enterprise qualities, designed and evidenced
Words like secure, scalable and enterprise grade mean nothing until they are translated into architectural properties, controls and evidence. ArchWay makes them concrete.
Security
Federated identity, least privilege, encryption, isolation and auditable access.
Sovereignty
Explicit control over where data and inference may execute.
Reliability
Graceful degradation, recovery, rollback and tested failure procedures.
Explainability
The trace from a material result to its evidence, graph assertions, model versions, assumptions, rules, objectives and human decisions.
Observability
Coverage of the whole decision chain, monitoring quality, drift, overrides, outcomes and cost as well as availability and latency.
Build with KnowledgeWay and CauseWay
ArchWay is freely available as the architecture. Organizations can license the Geminos products they need to build and manage solutions internally.
Build it yourself, or have Geminos build it
Use ArchWay, KnowledgeWay and CauseWay when your organization wants to build internally. When you want Geminos to create the complete application around a specific business problem, choose Geminos PathWay, a purpose built solution built on ArchWay.
Tell us the decision you want to improve
Share your challenge and within days we can show you a working alpha built around it, so you see exactly what it would do before you commit.