Internal research & development. Where we experiment with AI, new tools, and ideas that might become the next product.
Weekly experiments with new LLMs, embeddings, and AI workflows for internal and client use.
Systematic evaluation of emerging tools before recommending them to clients.
Custom-built internal tools that power Panicworkz operations — scraping, monitoring, reporting.
Selected experiments and tools published as open source for the community.