AI Prototype Architecture Review
Independent assessment: a viable product foundation, targeted remediation, or step-by-step replacement.
Review your prototype →Architecture Consulting for AI Software, Platforms, and Modernization
Clearly scoped reviews and blueprints for concrete technical decisions. From assessing an AI prototype and Coding-Agent Readiness to GitOps, Kubernetes migrations, and incremental modernization of mature systems.
Find the right format
Which situation sounds familiar?
01 An AI prototype exists, but its technical viability is unclear. AI Prototype Architecture Review 02 An idea or demo needs to become a dependable product. Prototype-to-Product Blueprint 03 Coding agents need to work more reliably in an existing codebase. Coding-Agent Readiness Assessment · Pilot 04 Kubernetes delivery with GitHub Actions and Argo CD needs a clear structure. GitOps Delivery Blueprint 05 Ingress-NGINX needs to be replaced. Ingress-NGINX to Gateway API 06 A mature system needs to be replaced without a big-bang change. Incremental Modernization Blueprint
AI-Assisted Software Development
Assess software, plan the path from prototype to product, and improve existing codebases for reliable changes by people and coding agents.
Prototype-to-Product Blueprint
Target architecture, implementation steps, roles, and effort ranges for the path to a product.
View the Blueprint →Coding-Agent Readiness · Pilot
Real tasks reveal which architecture, testing, and delivery obstacles hold coding agents back.
Book a pilot call →Platform Engineering and Modernization
Evolve delivery, Kubernetes migrations, and mature systems with traceable target architectures and prioritized implementation steps.
GitOps Delivery Blueprint
A target architecture for Kubernetes deployments with GitHub Actions, Argo CD, and clear ownership.
View the GitOps Blueprint →Ingress-NGINX to Gateway API
An analysis of the Ingress configuration and a reliable migration path to the Gateway API.
Assess the migration →Incremental Modernization Blueprint
A step-by-step modernization strategy for systems that must remain in operation during the change.
View the modernization strategy →Find the right format
Choose an available time. In the initial call, we’ll assess which format fits or whether a separately scoped architecture engagement makes more sense.