Enterprise operations still run on systems that were never designed for AI. ERPs, legacy databases, internal tools built over decades — they work, and ripping them out isn't an option. The real challenge isn't building agents. It's making agents safe to act on those systems.
Oceum is governed agent infrastructure. It connects AI agents to legacy environments through mediated integration layers, grounds them in an enterprise knowledge base so they reason from facts instead of hallucinations, and compresses operational context with Recall — all inside a fortified security boundary with full audit trails.
This isn't a dashboard. It's the infrastructure that makes enterprise agents deployable — Trusted Autonomy™ through graduated autonomy tiers, zero-knowledge credential vaulting, behavioral drift detection, and cross-agent memory coordination. Built for operations teams at mid-market and enterprise companies running real workflows on real systems.
We built Oceum together — two brothers. Not as an exercise — as a necessity. We run 9 agents in production on this platform across 4 organizations. Security audits security. Pipeline scores leads. Uptime monitors uptime. Orion runs operations as an AI COO, grounded in a curated knowledge base of 42 enterprise documents. Every feature exists because we needed it to run real operations.
48 phases shipped. Zero outside funding. Legacy integration with 6 protocol adapters, enterprise knowledge infrastructure, compressed fleet memory, governed execution with approval gates, and a full execution dashboard — built and deployed by a two-person team.
If that's interesting to you, I'd like to talk.