Best Practices for Building Agents Recap
Arthur

Enterprise-grade agent security & governance

Secure and Govern Every Agent

Arthur's discovery capabilities find every agent running on endpoints, cloud, private data centers, and anywhere else in your compute environment. Then, enable AI leaders, builders, and security teams to enforce policies and ensure AI is controlled.

Scanning
claude-code-session
claude-cloud-agent
bedrock-orchestrator
shadow · unregistered
hosted-assistant
vertex-gemini-agent
mcp-server · github
foundry-copilot
agents discovered
0
0 awaiting owner
Endpoint0
Cloud0
On-prem0

A centralized view to oversee every AI initiative in the enterprise.

Trusted by leaders at Fortune 500s. Security, audit, and governance teams share one system of truth.

CISO & Security

Detection and runtime security

Every agent found wherever it runs, with guardrails and anomaly alerting in real time.

Governance, Audit & Compliance

Prove control, on demand

Full audit logs and lineage, with continuous risk assessment behind every policy decision.

CAIOs, Product Builders, Engineering Leaders

Ship reliable AI you can trust

Capabilities across the whole agent development lifecycle, from prompt experimentation through to continuous evals.

Arthur Governance

See every agent. Understand how it works.

Arthur shows you every agent running in your enterprise, then opens up its inner workings. Full observability traces each reasoning step, tool call, retrieval, and handoff, so you can see not just what an agent did but why it did it.

  • Every agent visible in one inventory, including shadow agents
  • Step-level traces of reasoning, tools, and retrieval
  • Global and use-case policies enforced everywhere
Evals — support-agent-v4Passed
Groundedness
0.94
Tool selection
0.91
PII leakage
0.00
Relevance
0.72

Recommendation — retrieval window too small for claims queries. Est. +0.11 relevance. Apply →

Runtime Security — live3 Alerts

Prompt injection blocked · claims-copilot

12:41Blocked

Anomalous tool sequence · procurement-agent

12:37Flagged

Data egress spike · support-agent-v4

12:31Notified
Behavioral baselineHourly · 12:41

Arthur Runtime Security

Live in minutes. Watching around the clock.

Deploy guardrails and security policies for real-time protection, fast. Arthur's Agent Behavioral Analytics (ABA) continuously monitors every AI application running in your company and immediately alerts on anomalous behavior, suspicious patterns, and indicators of compromise.

Stream findings to the tools your SOC already lives in.

CrowdStrike FalconElasticSplunkDatadog

Cost control

Token costs, back under control.

Track spending by team and user. Requests that don't need the expensive model are automatically detected and rerouted, including to internally-hosted open-source models. One pane of glass to monitor and control AI utilization while ensuring quality of service.

Qwen 2.5-72BDeepSeek V3Llama 3.3-70B
Spend by team · July↓ 38% vs June
Support
$18.2k
Claims
$12.4k
Eng
$9.1k
Marketing
$4.3k
62% of requests rerouted to cheaper models+$41K

Only 25% of AI projects return their investment.

The gap is rarely the model; it's the lack of a shared system between the people who govern AI and the people who build it.

24/7
Continuous oversightEvery agent discovered and every interaction evaluated, around the clock.
100%
Accountable agentsEvery discovered agent gets an owner, a risk class, and an enforced policy.
0
Silent regressionsEvals catch quality and safety drift before it ever reaches your users.

Bring comprehensive AI oversight to your organization.

See how Arthur unites security, audit, governance, engineering, and product teams around AI you can trust.

Customer stories

Trusted by enterprise AI teams

The Philadelphia Inquirer
Arthur has given us peace of mind — it's a one-stop-shop for all our model monitoring needs. Arthur will drop our maintenance workload by 50%.
Arthur's integration framework reinforced best practices for our data artifacts and was seamless to set up. Our first production model in Arthur went from 'idea' to 'implemented' in a few hours.

See what Arthur can do for you.

What Arthur can do for you