Big Bear Engineering's Flotilla is an orchestration platform designed for managing fleets of autonomous AI agents, with a specific focus on compliance with the EU AI Act for high-risk AI deployments in manufacturing and engineering contexts. The platform addresses the regulatory requirements of Articles 12, 13, and 14 of the EU AI Act by generating an Automated Technical File (ATF), maintaining a detailed operational ledger, and providing human-in-the-loop oversight through a Fleet Hub dashboard, Telegram alerts, and approval gates. This ensures that every agent action is documented, explainable, and subject to human review, supporting traceability, transparency, and oversight as mandated by the regulation.
Flotilla enables multi-agent orchestration with features such as shared memory, persistent memory ledgers to prevent memory drift, and vault-first security for credential management via Infisical. The system supports both local and cloud-based AI models, including Claude, Gemini, Codex, Mistral, Gemma, and Apertus, allowing different models to implement, critique, and review each other's work. Local model support ensures that sensitive data can remain on-premise, eliminating API costs and keeping information within the user's network. The platform integrates fully with GitHub, attributing, timestamping, and reviewing every commit, and uses a Kanban bridge to link agent work to real tickets rather than ad hoc chat memory.
The delivery model includes deployment on the user's own hardware, with management interfaces accessible via a web-based Fleet Hub dashboard and Telegram listener for remote control. Flotilla provides a queryable wiki of system operations for auditors, and supports a human oversight surface that allows intervention and approval without constant supervision. The platform's design is informed by decades of industrial software engineering and robotics research, and it is used to coordinate real-world robotics applications, as demonstrated by its deployment with Robot Ross.
Flotilla is positioned as an infrastructure solution for engineering teams seeking to deploy autonomous agents in compliance with evolving European AI regulations, offering a combination of technical documentation automation, operational transparency, and secure orchestration across diverse AI models.
Bigbearengineering is an Autonomous agents & workflows product. Coordinating, securing, and managing fleets of autonomous AI agents in compliance with regulatory requirements. It is built as a B2B product for AI engineering teams and developers managing agent fleets. Bigbearengineering is available on the web and the command line, and it can be self-hosted.
Behind Bigbearengineering is Big Bear Engineering, and the product first shipped in 2026. Development happens publicly on GitHub with 71 stars and 4.5k commits in the last 90 days. PulseGate's similarity index finds few close equivalents — Bigbearengineering occupies a relatively distinct niche. Key capabilities include fleet orchestration, shared memory, and vault-first security.
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