Services built around
your engineering reality

AI Chatbot DevelopmentNew

Production-grade enterprise chatbots that integrate with your existing systems — not generic wrappers around an LLM.

Most "AI chatbots" are thin wrappers around a language model that hallucinate confidently and ignore your actual data. Muscon Services builds chatbots the right way — connected to your backend systems, grounded in your real data, and engineered to handle the edge cases that matter in a business context.

We design conversation flows, handle context and memory management, integrate with your existing APIs and databases, and build the backend infrastructure to run reliably at scale. Built on .NET 9/10 with Azure OpenAI or OpenAI, using Semantic Kernel for orchestration.

RAG ApplicationsNew

Retrieval-Augmented Generation systems that let your team query internal knowledge using natural language — accurately.

Your organisation has years of knowledge locked in documents, wikis, and databases that nobody can find when they need it. RAG (Retrieval-Augmented Generation) applications change that — letting your team ask questions in plain language and get accurate, grounded answers drawn from your actual internal data.

Muscon Services builds end-to-end RAG pipelines: ingestion and chunking of your documents, vector embedding and storage, retrieval logic tuned for accuracy, and a .NET backend that ties it all together. The result is a system that answers from your data — not from what the model imagined.

Legacy Modernisation

Migrate aging .NET Framework systems to .NET 9/10 without disrupting live operations.

Many organisations are running on .NET Framework systems that are expensive to maintain, difficult to extend, and increasingly risky from a security perspective. Muscon Services specialises in carefully planned, phased migrations to .NET 9/10 — preserving business logic, improving performance, and setting your team up for years of sustainable development.

We've led this work across automotive, healthcare, and financial services domains, including full migrations of enterprise dashboards, notification systems, and backend services.

Identity & Authentication

Custom OIDC / OAuth2 platforms and Azure AD integration aligned with modern security standards.

Legacy identity solutions like IdentityServer4 introduce licensing risk, complexity, and maintenance overhead. Muscon Services designs and builds lightweight, standards-compliant identity platforms using OIDC and OAuth2 — removing dependencies and giving you full control.

We've built custom identity platforms from scratch, integrated Azure AD for enterprise SSO, and designed secure API gateway flows for multi-system architectures.

Cloud & Azure

Lift-and-shift or re-architect your services onto Azure, with full DevOps pipelines.

Whether you need a straightforward move to Azure App Service or a full re-architecture for cloud-native operation, Muscon Services handles it end-to-end — infrastructure, pipelines, containerisation, and monitoring.

We define branching strategies, build CI/CD pipelines with Azure DevOps, and implement Docker-based deployments that your team can confidently maintain.

API & Integration

Secure, well-designed RESTful APIs for internal systems and third-party integrations.

Good API design is foundational to a maintainable system. Muscon Services designs and delivers RESTful APIs that are consistent, secure, and built for longevity — not just the immediate requirement.

We've built integration layers for external enterprise partners, designed event-driven architectures with RabbitMQ, and delivered real-time features using SignalR.

Bespoke .NET Development

Greenfield or brownfield .NET development built on clean architecture and SOLID principles.

From new product builds to complex brownfield improvements, Muscon Services delivers .NET development that is clean, testable, and built to be handed over to your team with confidence.

We practise test-driven development, enforce SOLID principles, and produce documentation and code that your developers can understand and extend long after the engagement ends.

Technical Leadership

Fractional CTO, architecture reviews, and mentorship for growing development teams.

Sometimes a team needs senior technical leadership without the cost of a full-time hire. Muscon Services provides fractional CTO and lead engineer services — defining engineering standards, running architecture reviews, and mentoring developers to raise the quality bar across your organisation.

This is particularly valuable during periods of rapid growth, team transition, or when launching a new technical initiative.