Proven Impact, Delivered.
Explore a selection of our successful projects. Each case study details how we partner with clients to transform complex challenges into tangible, high-impact results with our expertise in AI, data science, and engineering.
Building LOIHub: An Intelligent Platform for High-Stakes Real Estate Transactions
Maximum Labs partnered with stealth startup LOIHub to architect and build their core intellectual property: a platform that automates the review of Letters of Intent for multi-million dollar properties. We transformed their initial prototype into a high-performance, full-stack application, reducing document processing time from 2 minutes to under 5 seconds and increasing accuracy to 85%, all powered by a self-improving machine learning pipeline.
From Data Bottleneck to Intelligent Platform: A Strategic Engineering Overhaul
Maximum Labs was brought in to lead and execute a technical turnaround for a social media analytics startup with a promising but stalled MVP. The client needed an expert team to diagnose critical data scalability issues and provide a clear strategic path forward. We delivered a comprehensive data maturity assessment and then architected and built a new, robust platform, transforming their stalled concept into a scalable, AI-powered solution.
Transforming a 20-Year Archive into an Intelligent AI Assistant
Maximum Labs partnered with an expert content creator to transform their 20-year archive of specialized numerology articles into an interactive AI assistant. We provided an end-to-end solution, from defining use cases and data strategy to building a full-stack RAG (Retrieval Augmented Generation) prototype and providing comprehensive documentation for cloud deployment on AWS.
Developing a Dynamic Pricing Model to Boost E-commerce Revenue
Maximum Labs partnered with an e-commerce retailer to develop a dynamic pricing model that optimizes revenue based on competitor pricing, inventory levels, and customer demand. Starting with a collection of raw SQL tables and Excel files, we conducted a comprehensive feasibility study and then built and validated a machine learning model that provided actionable pricing recommendations.
Strategic AI Roadmap & Sentiment Analysis Platform for USAID
Maximum Labs was tasked by a USAID initiative to evaluate complex social media data sources for the Middle East and build a full-stack sentiment analysis platform. We delivered a comprehensive 70-page strategic data assessment and a working prototype that enabled analysts to search, visualize, and understand nuanced sentiment patterns in multiple languages.
Accelerating Enterprise AI: R&D Support & Prototyping for Genesys
Maximum Labs partnered with the corporate R&D division at Genesys, a global leader in customer experience technology, to provide expert support for their internal AI initiatives. We delivered hands-on expertise in NLP, machine learning, and Exploratory Data Analysis (EDA), and accelerated their research cycles by rapidly building full-stack prototypes to validate new concepts.
Modernizing Massachusetts' Emergency Response: The TTSP Overhaul
Maximum Labs led a complete strategic and technical overhaul of MassDEP's critical Trailer Tracking and Support Platform (TTSP). Over a year and a half, we took a decade-old, insecure legacy Django application and re-architected it from the ground up. The new platform features a streamlined UI that reduced inspection times by over 60%, a new data model for historical analytics and forecasting, and a robust CI/CD pipeline on Google Cloud.
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