A single source of truth
for every AI execution.
Traditional monitoring was built for infrastructure and applications - not for non-deterministic, multi-step agents that call tools, retrieve documents, and make decisions. ARMS captures every runtime signal across agentic workflows and surfaces it in a structured, actionable way.
Built for Enterprise Accountability
Execution Lineage
Capture prompts, model parameters, tool invocations, and workflow transitions across every run.
PROMPT
TOOLS
PARAMS
Decision Replay
Reconstruct outcomes using the exact execution context that produced them.
SPANS
REPLAY
CONTEXT
TOKENS
Governance Evidence
Preserve policy actions, approval decisions, and guardrail interventions as defensible records.
POLICIES
Approvals
TOKENS
Exportable Audit Packages
Generate structured evidence packages for compliance, legal, and internal review workflows.
Exportable
Signed
TOKENS
Everything Required for Accountability
We capture the comprehensive metadata required to reconstruct and defend every LLM decision within your organization.
User and session activity
Prompt versions
Configuration changes
Performance metadata
Purpose Built Audit Trails for Every Workflow
Be Ready for Every Review.
Don't just monitor AI. Preserve the evidence behind every decision!
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Embed AI agents into your existing systems
Seamlessly integrate AI agents into your current platforms to elevate capabilities, optimize workflows, and accelerate innovation.
