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#3

Operator.io

LiveBest for Multi-Agent

YC-backed AI agent platform with tiered plans and included GPT-5.2

From
$15/mo
3 tiers: Basic $15 · Pro $50 · Max $150. 7-day free trial. AI credits (GPT-5.2) included.
Security
Basic 10.8/100
Price Range
$15/mo$150/mo
Free Tier
No
Integrations
2 platforms

Security Score: 10.8/100 — Basic

Operator.io is a YC-backed (W20) managed OpenClaw hosting platform by Operator Research, Inc. (team of 6, New York). The platform provides basic but genuine security features — per-instance container isolation, AES-256-GCM encryption at rest, and centralized AI inference that eliminates the need for users to manage their own API keys. Pricing is transparent with effective hard caps on usage. However, documentation is minimal, there is no publicly accessible privacy policy or security page, no MFA, no audit logging, no incident response process, no data export capability, and no information about agent-specific security controls.

10 risk categories scored 1-10 × evidence weight. Based on our methodology, grounded in OWASP Agentic Security, NIST CSF 2.0, and CIS Controls.

Can anyone else see my data?4/10
D

Docs state each instance runs in its own container with dedicated storage and AES-256-GCM encryption at rest. Data is never shared between instances or accounts. Terms say they do not access configuration data except to provide the service or comply with law. However, there is no mention of a data training opt-out policy, no employee access audit trail details, no log sanitization, and no privacy policy page is publicly accessible.

Can someone take over my agent?1/10
C

No information found about prompt injection defenses, sandboxing details for code execution, human-in-the-loop controls, memory integrity protection, or container escape prevention. The docs mention 'skills' including code execution and web search, but provide no details on how these are sandboxed or gated.

Are my keys and passwords safe?3/10
D

Operator manages AI inference centrally (GPT-5.2) with usage-based quotas, meaning users do not need to provide their own API keys for AI models — a genuine security advantage. However, users must provide bot tokens for Discord and Telegram. The docs do not describe how these channel credentials are stored beyond the general AES-256-GCM encryption claim.

Can my agent do things I didn't authorize?2/10
C

Docs mention 'skills' that can be enabled and 'usage-based quotas and rate limiting' for AI inference. Instances stop responding when usage limits are hit. However, there is no mention of a kill switch, no behavioral monitoring, no high-risk tool gating, and no least-privilege documentation.

Can I lose my data or get locked out?2/10
C

Terms state that after cancellation, instances are suspended but data is preserved for 14 days. No mention of backups, data export capability, disaster recovery, SLA, or uptime guarantees. No status page exists. YC-backed (W20, team of 6) provides some stability signal.

Will I get unexpected bills?4/10
D

Pricing is clearly documented: Basic $15/mo, Pro $50/mo, Max $150/mo. Each plan has an AI usage quota — instances stop responding when hit, effectively a hard cap preventing runaway costs. Upgrades prorated, downgrades at end of cycle. No spending alerts or price change notification policy mentioned.

Who's responsible when something goes wrong?1/10
C

Terms state the service is provided 'as is' with no warranty. Terms can be updated at any time with no defined notification period. No mention of audit logging, incident response process, breach notification timeline, or GDPR compliance. Legal entity is Operator Research, Inc. (New York).

What if a tool or dependency gets compromised?1/10
U

No information found about dependency scanning, MCP server vetting, build pipeline security, SBOM, or any supply chain security practices.

Is the platform itself secure?2/10
C

Sign-in page shows Google SSO and email/password authentication. No mention of MFA support, session management details, or security hardening. Uses Stripe for billing. Site served over HTTPS. No mention of penetration testing or independent security testing.

Can I trust what my agent tells me?0/10
U

No information found about hallucination mitigation, approval workflows, output verification, undo/rollback capability, or transparency about AI uncertainty.

V = VerifiedD = DocumentedC = ClaimedU = Unknown
Isolated agent containersDedicated storage and encryption per instance

Key Features

  • Multi-agent management (up to 20 instances)
  • Included AI credits (GPT-5.2)
  • Team collaboration dashboard
  • Workflow automation
  • 7-day free trial

Integrations

TelegramDiscord

Strengths

  • +YC-backed — credible team
  • +Multi-agent management (up to 20 instances)
  • +AI credits included (GPT-5.2) — no BYOK needed
  • +7-day free trial to evaluate

Weaknesses

  • Enterprise tier expensive ($150/mo)
  • Newer to OpenClaw hosting specifically
  • Less transparent about infrastructure details

Verdict

Best for teams running multiple agents. The YC backing and included AI credits set it apart.

Visit Operator.ioInfrastructure: Managed cloud (US-based)

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