Case Studies
Real AI automation and SaaS projects: problem, solution, and results. See how we help startups and growing businesses ship AI-powered products.
AI-Powered Chatbot for Financial Services
Problem: A financial services client needed 24/7 answers to loan, insurance, and investment queries without scaling support staff.
Solution: We built an AI-powered chatbot with RAG (Retrieval-Augmented Generation) and LLM integration, trained on the client’s product and policy documents, with a secure Angular front end and Python API.
Result: Response time dropped by ~75%, and the client was able to offer round-the-clock support. The bot handles common queries so the human team can focus on complex cases.
Technology: Angular, Python (FastAPI), OpenAI/Anthropic, RAG, vector store.
AI Analytics Dashboard for Business Intelligence
Problem: A growing business had multiple data sources but no single place to view KPIs and AI-driven insights for decision-making.
Solution: We developed an AI SaaS dashboard that aggregates data from APIs and databases, with real-time charts, filters, and an AI layer that surfaces recommendations and anomaly detection.
Result: Executives and managers now use one dashboard for daily decisions. Time spent on manual reporting decreased, and the AI insights helped identify trends and issues earlier.
Technology: Angular, Python/Django, REST APIs, charting libraries, LLM-based insights.
AI Video Generation Platform
Problem: A content and marketing team needed to produce short, consistent video assets at scale without a full production team.
Solution: We designed and built an AI video generation platform that lets users input scripts and templates; the system generates and assembles video clips with AI-generated voice and visuals, with a simple Angular UI and a Python backend for orchestration.
Result: The team can now produce many more video assets in less time, with a consistent brand look. The platform is used for social content, training snippets, and product demos.
Technology: Angular, Python (FastAPI), AI video/voice APIs, cloud storage, workflow automation.