We maintain a standing internal R&D mandate to continuously evaluate emerging technologies. We don't publish proprietary client data — this is the ledger of domains we actively investigate so the architectures we deploy for you are the most rigorous ones available, not just the newest.
Experimentation with localized large language models, computer-vision pipelines (OpenCV, MediaPipe), and retrieval-augmented generation for secure, private enterprise deployments.
Firmware for edge devices and sensor networks. We research the feasibility of integrating microcontrollers with high-throughput cloud pipelines for industrial automation.
Internal auditing of modern deployment strategies including serverless environments, containerization and automated infrastructure provisioning.
We partner with teams to research and validate hard engineering questions before anyone commits to production.