Evidence ofCuriosity at Work
Every project starts with a question. Every case study documents the dead ends, the discoveries, and the new questions that emerged.This is what systematic curiosity looks like in practice.
Questions That Led to Breakthroughs
The $22 Million Question
"What if traditional monitoring tools are looking at the wrong things?"
They were. 16,000 VMs configured for 24/7 when business hours was 10. $60K daily waste.
Started with raw data extraction, not dashboards. Questioned every "normal" reading.
Moving Mountains Without Tremors
"Can you migrate 3,000+ services with zero downtime?"
Yes—if you question every dependency and map before you move.
Systematic exploration of service dependencies. Test every hypothesis. Trust nothing.
Making the Invisible Visible
"What's hiding in multi-cloud complexity?"
$800K in inefficiencies across Azure, AWS, and GCP—surfaced through curiosity.
Built visibility systems designed for questions, not just answers.
Multi-Agent AI Systems
Internal R&D projects demonstrating our expertise in building production-ready AI systems across healthcare, finance, and productivity domains.
More Evidence
Every project, documented with curiosity
33seconds: Revolutionizing Online Dating with Video-First Connections
Built a video-first dating app that increased authentic connections by 250% using Swift, SwiftUI, and Firebase, focusing on real-time video interactions.
Browser Autopilot: AI-Powered Browser Automation
Reduced manual testing time by 80% with an AI agent that interprets natural language commands to automate browser tasks using Next.js, Playwright, and OpenAI.
Global FinTech Platform Modernization: From Monolith to AI-Powered Microservices
How we helped a leading FinTech transform their legacy monolith into a cloud-native, AI-powered platform serving 10M+ users globally.
Houston Property Services: AI-Powered Quote Generation Platform
Reduced quote generation time by 90% with an AI-driven platform using Next.js, Fastify, and Supabase, processing over 500 quotes monthly.
Saad Algo V4.2: Multi-Agent AI System for Institutional-Grade Options Flow Analysis
A next-generation AI hedge fund system combining 7 specialized LangGraph agents with deterministic math engines for probabilistic alpha generation in options markets.
Vitruviana: AI-Powered Clinical Documentation & Decision Support Platform
A HIPAA-compliant clinical AI assistant combining 6 specialized agents with GPT-5 integration for real-time transcription, evidence-based recommendations, and automated medical coding.
Every breakthrough starts with a question.
What's yours?
We partner with organizations facing problems that seem unsolvable. If you have hard data and harder questions, we're ready to listen.