We Build What Others Configure

We help startups build solid technical foundations. Stack selection, MVPs, production deployment. We bring the thoroughness of enterprise engineering without the overhead. We've built competitive intelligence dashboards, lab data management systems, and monitoring platforms for early-stage companies.

We build and maintain infrastructure: Docker-based deployments, CI/CD pipelines, monitoring dashboards, and operations cockpits for complex platform environments. We've built TUI-based diagnostic tools for ThingWorx and automated deployment pipelines for Codebeamer across multi-environment setups.

We go deep into enterprise platforms like PTC Windchill, Codebeamer, and ThingWorx. Not just configuring them, but understanding their internals. We decustomize legacy extensions, migrate to public APIs, and extract functionality into maintainable microservices. We've refactored tens of thousands of lines of platform-specific code in regulated environments.

We build custom software from the ground up: web applications, internal tools, dashboards, and APIs. Our stack includes Next.js, React, PostgreSQL, FastAPI, and Drizzle ORM. We own the whole path from database schema to production deployment, on your infrastructure or ours.

We integrate AI where it solves real problems: local LLMs for documentation and automated testing, semantic search with vector databases and knowledge graphs, workflow automation with document processing. We build with LangChain, ChromaDB, OpenAI, and Claude. Production systems, not demos.

Platform transitions and cloud migrations are complex, especially in regulated industries. We plan and execute them by mapping dependencies, designing intermediate states, and building automated deployment pipelines. We've run multi-stage deployments across template, test, and production environments.

We automate the manual work that slows teams down. Using n8n, custom Python pipelines, and AI-powered document processing (OCR, classification, extraction), we build workflows for things like invoice processing and competitive intelligence monitoring. These plug into your existing systems and run without babysitting.

We help startups build solid technical foundations. Stack selection, MVPs, production deployment. We bring the thoroughness of enterprise engineering without the overhead. We've built competitive intelligence dashboards, lab data management systems, and monitoring platforms for early-stage companies.

We build and maintain infrastructure: Docker-based deployments, CI/CD pipelines, monitoring dashboards, and operations cockpits for complex platform environments. We've built TUI-based diagnostic tools for ThingWorx and automated deployment pipelines for Codebeamer across multi-environment setups.