Overview
The control plane for DMI Agentic AI
Chatbots were easy. Agent fleets aren’t. As agents plan, spend, and act on their own, the operational burden shifts from writing prompts to governing systems. DMI AOC is the telemetry and control plane that makes it possible, bridging the gap between experimental AI and industrial-grade deployment.
Business Benefits
Know what your agents are doing — always
Eliminate most operational blind spots. Decisions, actions, and spend are visible as they happen, so teams can catch issues before they reach production or impact budgets.
Stop problems before they become incidents
Risky moves are held for human sign-off and rule-breaking agents are stopped automatically — helping protect your systems, your customers, and your reputation.
Scale without losing control
Run thousands of autonomous agents with the oversight of a single console. Intervene on one agent without disrupting the rest of the operation.
Turn policy into practice
Compliance, security, and business rules enforced consistently across every team and tool.
Cut spend, not capability
Understand exactly where AI budget goes and catch waste before it compounds. Designed to reduce unnecessary AI spend and catch waste before it compounds.
Make compliance a by-product, not a project
Audit-ready evidence accumulates continuously as agents work, helping teams accelerate accreditation and reduce audit overhead.
FEATURES
Live Trace Monitoring
Capture every agent's reasoning, tool calls, and cost as they happen using OpenTelemetry, the open industry standard for telemetry — not after-the-fact logs. Dashboards and alerting are built on vendor-neutral standards, so your monitoring is never locked to a single platform.
Operator-Gated Approvals
Sensitive actions — applying infrastructure changes, sending email, executing payments, and more — are held for one-click approval or denial before they run. Every decision carries full provenance, so you always have a clear record of who approved what and why.
Auto-Gate on Policy Violation
The moment an agent breaches a policy, it is paused automatically. Guardrails act, so a violation is contained without depending on someone watching a dashboard.
Declarative Policy Engine
Define compliance, security, and business rules once using Open Policy Agent (OPA) alongside DMI's own rules and ready-made presets. Overlapping policies resolve to a single audited verdict, with the strictest rule always taking precedence.
Surgical Per-Agent Control
Pause, resume, or terminate a single agent while its peers and the surrounding sandbox stay live. Process- and environment-level guardrails ensure every command reaches the intended agent.
Auto-Discovered Sandbox Fleet
Agents are discovered automatically across every sandbox, with no manual registration required. Monitor, throttle, or shut down any of them in real time from a single console.
Tamper-Evident Audit Chain
Every action and every operator click is recorded in a tamper-evident audit chain. Evidence accumulates continuously and maps directly to NIST 800-53 security controls (SI-2, SI-3, SA-12, SR-3, RA-3, AU-10), so the proof auditors expect is ready the moment they ask.
Cost and Token Controls
Track spend broken down by agent, session, and model, with budget projections for each provider. Automatic retry-loop detection and a model-downgrade advisor flag waste before it compounds.
Model
