AI systems · Cloud architecture · Agentic delivery
We design and deliver production AI, retrieval, and cloud platforms. We also improve the way engineering teams ship them.
Production-minded. Senior-led. Built to scale.
Microsoft Certified: Agentic AI Business Solutions Architect AB-100
Microsoft Certified: Azure Solutions Architect Expert AZ-305
01 / The practice
EDN Software Solutions is an independent software architecture and delivery practice built around more than 15 years of hands-on engineering experience.
We work where AI, cloud platforms, and complex business systems meet. That can mean shaping the architecture, building the critical path, modernizing an existing platform, or joining an engineering organization for a longer embedded engagement.
Our work stays close to delivery: clear technical decisions, working software, reliable operations, and stronger engineering practices that remain useful after the engagement ends.
02 / Expertise
We build retrieval systems around complex private data, covering ingestion, chunking, embeddings, and retrieval through GraphRAG patterns that combine vector search with structured relationships.
RAG · GraphRAG · Hybrid retrieval · Data ingestion · Embeddings · AI integration
We architect cloud-native platforms with Azure PaaS, .NET, Kubernetes, messaging, APIs, and automated delivery pipelines. Clear boundaries and reliable operations are designed in from the start.
Azure · .NET · Kubernetes · Service Bus · Distributed data · APIs · CI/CD
We introduce practical, spec-driven AI workflows across planning, user stories, technical design, implementation, and peer review. This improves context and consistency without automating judgment away.
Spec-driven delivery · LLM-assisted engineering · Technical design · Review automation
We embed one senior, hands-on contributor when that is the right fit, or assemble a coordinated team when the work needs broader capacity. In either model, we stay accountable from technical direction through delivery.
Embedded contribution · Coordinated teams · Technical leadership · Hands-on delivery
03 / Systems we build
We focus on work where architecture, data, and delivery discipline need to move together.
We take retrieval from source data to production behavior, covering ingestion, chunking, embeddings, GraphRAG, evaluation, traceability, security, and day-to-day operation.
We modernize business-critical platforms through clearer boundaries, event-driven services, and staged migration paths that protect current operations while creating room to evolve.
We design Azure-native platforms for high-throughput workflows, distributed data, messaging, and enterprise integrations, with reliability and observability built into the operating model.
We shape practical AI-assisted delivery systems around planning, technical design, implementation, and review, while keeping people accountable for engineering judgment.
04 / How we engage
We can join your team as one senior, hands-on contributor or assemble a coordinated delivery team around the scope. In either model, senior attention stays close to the work.
We embed one senior, hands-on contributor within your product or engineering team, taking sustained responsibility for architecture, technical direction, and delivery.
We own a defined AI, platform, modernization, or integration workstream, from technical discovery and architecture through implementation and production handover.
When the scope needs broader capacity, we assemble and coordinate a focused team while keeping architecture, communication, and delivery accountable through one EDN engagement.
05 / Approach
Clarify the objective, constraints, risks, and the decisions that matter first.
Establish system boundaries, data flows, integration patterns, and the production path.
Build hands-on with the team and validate the architecture through working software.
Document decisions, automate repeatable work, and leave the team more capable.
Start here
Start with one senior contributor, a defined platform or AI workstream, or a coordinated team assembled around the problem.
Discuss a project or role