AI Report Generation MVP

We developed an ASP.net web app, hosted on docker containers, that harnessed OpenAI’s GPT5 API to generate reports based on a range of inputs. This SaaS app, through the power of RAG, generated accurate reports based on input documents and a set of questions.

Technologies Used

Docker

Our solution was comprised of 8 docker containers working in perfect harmony to bring this solution from idea to reality. This included APIs, databases and a front end web app.

01

ASP.Net

The front end container was a ASP.Net Blazor app. .NET provided the web apps processing and API calling, Blazor handled the front end UI.

02

Node.JS

We built two APIs in Node.JS. These handled the conversion from HTML to PDF and file management (CRUD).

03

n8n

The AI processing was built in n8n. We used a range of sub-workflows, loops and checking to ensure accurate outputs on every call.

04

Databases

We used MSSQL, and PostgreSQL for databases. MSSQL managed the Front ends data, eg, user data and report history. PostgreSQL managed a log of all backend processing through n8n. We opted for two systems to keep everything modular and seperate.

05

How We Help Your Business

We turn your ideas from vision into reality.

We take complex concepts and transform them into scalable, real-world applications. From early MVPs to fully deployable platforms, we design systems that are practical, extensible, and built with growth in mind.

By leveraging Docker, workflow automation, and the right technology stack for each task, we minimise operational overhead while maximising performance. You only pay for what you need, with room to scale when you’re ready.

Security and reliability are built into every layer of our solutions. Containerised deployments, structured data handling, and controlled AI workflows ensure consistent performance, data integrity, and confidence at scale.

We use up-to-date, industry-proven tools to ensure longevity and flexibility. From .NET and Node.js to n8n, containerisation, and modern databases, your solution stays relevant as technology evolves.

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