Agent Operations

See everything
your agents do.

Panoptik is the operational intelligence layer for AI agent fleets. Every transaction, every API call, every decision. Monitored, analyzed, compliant.

Live Agent Feed

14:23:07 agent-4a called Twilio SMS API $0.0075
14:23:04 agent-12b purchased AWS Lambda compute $0.042
14:22:58 agent-7c exceeded daily spend limit by 23% $12.40
14:22:51 agent-2f authenticated with Stripe API $0.00
14:22:44 agent-9a queried OpenAI GPT-4o $0.018

What Panoptik Does

◎

Transaction Observability

Every agent purchase, API call, and micro-payment captured in real-time. Full context on what triggered each transaction and what it returned.

⚠

Anomaly Detection

Behavioral baselines for each agent. Instant alerts when spending patterns deviate, unusual services are accessed, or policies are violated.

☰

Compliance Reporting

EU AI Act, SOC 2, SOX-ready audit trails generated automatically. Every agent decision documented with full reasoning chains.

⚙

Vendor Intelligence

Aggregate performance data across every API your agents consume. Uptime, latency, cost-per-call. Know which vendors are worth the money.

40%
Enterprise apps with AI agents by 2026
78%
Leaders can't pass an AI audit today
$10.9B
AI agent market size in 2026

Your agents act autonomously.
You should still know what they did.

Panoptik brings full operational visibility to the age of autonomous AI commerce.