Invene built Panda Develop, an IDE integrated with a tray tool process that arbitrates GPU usage between LLMs, image generation, and general computer use.

Invene is a healthcare-only data engineering and AI implementation firm. We partner with payers, providers and other healthcare organizations that are struggling with fragmented data, unreliable reporting, and infrastructure that cannot support modern analytics or AI initiatives. Our work focuses on solving the hardest data problems in healthcare. We help organizations design and implement modern data platforms, unify data across enterprise systems, and create the foundations required for advanced analytics, machine learning, and AI-driven operations. Many organizations try to launch analytics or AI initiatives before their data infrastructure is ready. We start by fixing the underlying systems. That includes evaluating the current data environment, identifying the highest-value opportunities for improvement, and building the pipelines, models, and architecture needed to make those initiatives work in production. Because we work exclusively in healthcare, our systems are designed for the realities of regulated environments, clinical workflows, and large enterprise data ecosystems. The result is reliable data infrastructure that supports real operational decisions and enables AI initiatives that actually deliver value.

Founded 2018