Real systems we have shipped, described honestly: the problem, what we built, the stack and the result. Client names are kept private, and we never publish numbers we did not measure.
  • Search Intelligence Pipeline: How a pipeline turned 2,046 search queries across 27 countries into one clean, queryable dataset for a market-intelligence client, replacing weeks of manual research.
  • Automated Lead Engine: Dozens of US county court and sheriff sites checked every day by an unattended pipeline that deduplicates, enriches and pushes qualified leads into GoHighLevel.
  • PulseOps: An event-driven platform on FastAPI and Kafka that gives engineering teams a sub-second live view of pushes, pull requests, deploys and incidents.
  • Verita AI: A voice-first Django platform where clinical consultation notes write themselves from the conversation, using speech-to-text with Claude, Groq and Gemini.
  • Invoice Workflow: Invoice workflow engineering: OCR ingestion, proof-of-delivery handling, configurable exports, payment reconciliation and approvals in one system.

Don't see your industry? Here's the honest version: the closest case above is usually closer than it looks. Tell us the process, and we will show you exactly how we would build it and what it would cost.