Python – Runninghill Software Development

From R&D to RAG: Automating Error Analysis with On-Prem AI

by Runninghill Software DevelopmentCase Study 4 November 20254 November 2025No Comments

Executive Summary To solve internal challenges around AI data privacy and limited context windows, RUNNINGHILL championed a developer-led R&D initiative. The project produced a production-ready AI agent, “Project Raggedy Rag,” that runs 100% locally, ingests entire codebases for full context, and automates error analysis and ticket creation. This zero-cost POC, built with open-source tools in …

AI-Powered Meal Planning: Hackathon Success

by Runninghill Software DevelopmentCase Study 19 June 202425 July 2025No Comments

Transforming the eternal question of ‘What will we eat?’ into a delightful discovery with CulinaryCognition—where your pantry meets our technology to create meals that inspire. Challenges: AI Model Training Challenges: Our journey began with the challenge of training AI models due to limited infrastructure. Initially, we leveraged Google Colab’s Nvidia T4 GPUs for their tensor …

Transforming Math Tutoring with EdTech Bots

by Runninghill Software DevelopmentCase Study 19 June 202428 July 2025No Comments

Our collaborative endeavour aimed to streamline school finances with efficient fee collection, ensure engaged learning with AI-driven blended education, support educators with robust professional development tools, and monitor school performance with real-time insights—all in one accessible, offline-ready Student Information System (SIS) solution. Challenges: Implementation: Results: These strategic efforts have transformed the tutoring bot solution, fostering …