What We Do
Design, build, and operate mission-critical enterprise software
We partner with enterprises to build and run the software that powers their core operations. Using AI-enabled teams, we deliver faster without sacrificing quality or reliability.
Three Layers of Enterprise Software Delivery
Architecture, Build, and Operate
Architecture & Platform
Domain and solution architecture, cloud platform strategy, and multi-service integration design. We define the technical foundation before building on it.
Build (Application Development)
Backend services, APIs, web and UI engineering for internal tools and customer-facing applications. The systems that power core business operations.
Operate & Optimize (Cloud, DevOps, QA)
Cloud-native infrastructure, CI/CD pipelines, observability, reliability engineering, and quality automation. Keeping mission-critical systems running and improving.
How AI Changes Delivery
Structured AI workflows, not ad-hoc prompting
- Requirements & Design: AI identifies ambiguities, generates clarification questions, and drafts design documents before coding begins — the highest-leverage phase.
- Implementation: AI writes tests first, then implementation code. A second AI performs code review before human review. Humans own decisions and final merges.
- Operations: AI-assisted incident triage summarizes logs and metrics, suggests root causes, and maintains runbooks and operational documentation.
- Process, Not Prompting: Structured workflows integrated across the entire SDLC — not ad-hoc tool usage.
Our Service Capabilities
Click to learn more about each area
Architecture & Platform
Domain and solution architecture, cloud platform strategy, multi-service integrations
Application Development
Backend, APIs, web and UI engineering for internal tools and customer-facing apps
Cloud & DevOps / SRE
Cloud-native infrastructure, CI/CD, observability, Kubernetes, reliability engineering
Quality Engineering
Test strategy, automation frameworks, regression suites, AI-assisted testing
AI in Products
Content enrichment, recommendations, natural language interfaces, anomaly detection
Engagement Models
All AI-enabled, tailored to your needs
- Complete AI-Enabled Teams: A full cross-functional team — architecture, engineering, QA, DevOps, PM — to deliver a defined platform, product, or program end-to-end.
- Embedded AI-Enabled Teams: Senior engineers and leads embed in your organization, owning well-defined domains while your product org retains roadmap control.
- Embedded Senior Engineers: Individual senior engineers who bring Railroad19's AI practices, tooling, and coaching — not just extra hands.
Discuss a Project
Let's talk about your mission-critical systems.