Oceum connects AI agents to the systems your operations already run on — executing governed actions against SAP, Oracle, SFTP, and legacy databases through protocol adapters with zero-knowledge credential injection. Grounded in enterprise knowledge, compressed with Recall, and audited end-to-end. Not another agent builder. The infrastructure that makes agents usable in real enterprise environments.
Your operations still run on systems that were never designed for AI access. Agent memory accumulates sensitive data without controls. Governance without execution depth is just a dashboard. Oceum solves all three — bridging legacy environments, securing persistent memory, and governing every action with a full audit trail.
The infrastructure between your AI agents and legacy systems. Bridge existing environments, enforce approval workflows, and audit every execution — without replacing what already works.
// Register a legacy connection const conn = await oceum.governance({ action: 'create_connection', name: 'SAP ERP', type: 'soap', config: { wsdl: 'https://erp.internal/ws' } }); // Submit a governed execution await oceum.governance({ action: 'create_execution', connectionId: conn.connectionId, operation: 'create_invoice', mode: 'approval_required', input: { vendor: 'V-1234', amount: 50000 } }); // → Status: pending (awaiting human approval)
Every execution evaluated. Every drift detected. Every role enforced. These aren't roadmap items — they're live in production today.
Every execution is evaluated against deterministic rules before it touches production systems. Hard limits, scope-based authorization, and contextual triggers for human approval.
Agents are monitored for anomalous behavior, scope creep, retries, and deviation from expected patterns. Enterprise agents fail by slowly drifting, not by crashing.
Assign roles to builders, operators, approvers, and auditors. Trigger approval based on risk, scope, or system touched. Governance tied to agents, humans, and resources.
Every organization gets a unique cryptographic identity derived via HMAC-SHA256. That single root key isolates knowledge at rest, credentials at execution time, and search at query time. Agents operate on encrypted knowledge and encrypted credentials end-to-end — without ever holding raw secrets or raw vectors from another tenant.
No other agent platform ships this. Competing systems store vectors in plaintext shared indexes and hand credentials directly to agents. Oceum does neither.
Embeddings are rotated into a per-org mathematical space before compression. Agents search compressed vectors directly — the rotation IS the isolation. Even with full database access, one tenant's vectors are cryptographically meaningless to another.
Agents submit a token and a target URL. The vault proxy decrypts the credential server-side, injects it into the outgoing request, and returns only the response. The agent never sees the raw secret. The same per-org key that isolates knowledge also isolates credentials.
9 native OAuth integrations + 19 API key connectors, plus any API through the vault proxy. Learn more about Recall →
Agents start supervised and earn independence through demonstrated reliability. Three tiers, configurable per-agent, switchable at any time.
Drag-and-drop flowcharts with conditional logic. Every action is explicit and pre-approved. Best for onboarding new agents.
AI-powered decisions within guardrails. Agents choose actions from an approved set, escalating edge cases to humans.
Claude-driven reasoning with full fleet context. Agents coordinate, self-heal, and execute — with audit trails and kill switches.
The Drift Engine (below) is powered by this system — a marketing agent that earns its own autonomy through a reputation score.
A single autonomous agent backed by 3 coordinated crons that research, create, publish, monitor, and adapt your social media presence. The engine earns its own autonomy through a reputation system — start supervised, graduate to full autopilot.
Every agent below is live in production, managing Oceum's own operations. This isn't a demo — it's the system we use every day.
Runs daily security audits across all endpoints and vault tokens.
Daily 6 AMScores inbound leads, sends outreach emails, scouts Hacker News.
Daily 11 AMMonitors API health, uptime, and error rates every 15 minutes.
Every 15 minTriages support tickets and drafts customer responses.
Every 2 hoursCompiles weekly executive KPI reports from fleet memory.
Mondays 10 AMGenerates content, manages social calendar, publishes to channels.
Daily noonProcesses Stripe webhook events for plan provisioning.
Event-drivenLogs Vercel deploy events and feeds changelogs to Content.
Event-drivenSynthesizes fleet observations, detects cross-agent patterns, gates notifications.
Every 5 minResearches trends, generates content and images, publishes across social platforms.
3x dailyAI gateways govern requests. Oceum governs execution. Gateways sit in front of models — Oceum sits between enterprise agents and enterprise reality, managing action, approval, memory, and auditability across legacy-connected workflows.
| AI Gateways | Agent Frameworks | Oceum | |
|---|---|---|---|
| What It Governs | Model requests | Agent creation | Agent execution in production |
| Legacy Systems | Not addressed | Direct API access | Mediated bridge with controls |
| Enterprise Memory | None | Uncontrolled persistence | Recall — compressed + lifecycle-managed |
| Credential Security | API key routing | Env vars / OAuth | Zero-knowledge vault |
| Autonomy Model | N/A | Binary on/off | 3-tier graduated trust |
| Knowledge Grounding | None | External RAG required | Built-in enterprise knowledge infrastructure |
| Multi-Step Workflows | Request-level only | Sequential chains | Cross-agent coordination + approval gates |
| Deployment | SaaS only | Self-hosted | SaaS + self-hosted Docker |
Run on our cloud, your servers, or fully air-gapped. No vendor lock-in, full data sovereignty.
Vercel Pro + Supabase. Deploy in minutes with automatic scaling, managed updates, and zero ops overhead.
RecommendedDocker Compose + Postgres on your infrastructure. Full control, your data never leaves your network.
DockerOrion LLM on llama.cpp — zero external API dependencies. Docker Compose with local Postgres. For regulated industries and sovereign environments.
EnterpriseFive internal security reviews, hardened from the inside out. Every credential encrypted, every execution logged, every endpoint tested.
Oceum governs 22 autonomous agents across 4 organizations — executing governed actions against legacy systems through 6 protocol adapters, grounding decisions in enterprise knowledge, and compressing operational context with Recall. Every feature exists because we needed it to run real operations, not because it looked good in a pitch deck.
15-minute walkthrough for operations and IT leaders. See how agents safely connect to your existing systems, what governed execution looks like, and how Recall compresses context without losing what matters.