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Live on AWS · 38+ production operations

Your AI DevOps team. Running your cloud 24/7.

A team of specialized AI agents that operates your cloud infrastructure — cost, security, incidents, deploys, resource ops. Bring your own AWS keys and try the first audit free.

Named engineer on every account AI agents on call 24/7 Audit trail + approval gates
Agent activity · last hour
Autonomous

cost-agent detected $4,100/mo idle EC2 across 3 accounts

✓ Operate tier stopped 12 idle instances, tagged for review

security-agent found 2 SGs open to 0.0.0.0/0

✓ Approval requested (pending eng lead)

deploy-agent shipped platform-api v2.14.1 to staging

✓ Healthy (rollback plan cached)

Summary pushed to #ops in Slack.

Audit trail: 47 actions logged · 0 escalations.

Free first audit · In Claude

Get your first AWS audit free, right inside Claude.

Install our Claude skill. Ask “audit my AWS account.” Get security, cost, and reliability findings across every region in under a minute. Bring your own AWS credentials. No signup.

Also works in Cursor. Prefer the terminal? Run the CLI.

You

audit my prod AWS account

Claude

Running the audit. This takes about a minute.

Claude

Done. 12 findings across 3 regions.

  • ● RDS prod-db-1 is publicly accessible
  • ● IAM user deploy has Admin without MFA
  • ● 6 security groups open to the world
  • ● Backups disabled on 2 RDS instances

Want me to draft the fix for the RDS one?

Your platform team is spending 40%+ of its week
on work the IAN agents handle.

$450K–$1.6M per year in operational labor

A mid-market platform team of 3–8 engineers, at fully-loaded cost, dedicated to cost/security/incident/deploy work.

30% cloud overspend on average

Waste the team knows exists and keeps missing because they're stretched thin.

90+ days to hire a senior SRE

While cloud footprint grows double-digit percent per year. The hiring path can't close the gap.

$600B–$1T global DevOps/SRE labor pool

The real market. Not a $9B tools category. IAN replaces the work, not the dashboard.

IAN runs continuously in the background. Agents pick up the toil, you stay in approval on anything irreversible.

How IAN works

Install a Claude skill or the CLI. Bring your own AWS keys. The agents audit continuously, propose fixes, and only touch production behind an approval gate you control.

01

Install the Claude skill or CLI

One command in Claude, Cursor, Claude Code, or your terminal. No SaaS onboarding, no data leaves your account. BYOK: your AWS credentials stay yours, scoped to read-only for the audit.

02

Run the free audit

Ask "audit my AWS account." The audit agent sweeps every region for security exposure, cost waste, and reliability gaps. Structured findings in under a minute. No credit card.

03

Connect the agent team

Upgrade the read-only role to Operate tier so cost, security, incident, deploy, and resource-ops agents can act. Everything reversible runs automatically; anything else hits an approval gate.

04

Drive from your MCP client

Ask in natural language, like "why did staging cost spike", "which SGs are open to the world", or "ship the deploy". IAN routes to the right agent, runs the work, and returns a structured answer with the audit trail attached.

05

Approve, audit, subscribe

Every material action is on an immutable audit trail; irreversible or out-of-policy actions require explicit approval. Subscribe monthly to keep the team running or run audits ad hoc.

Immutable audit trail Approval gates per action class Scoped IAM, KMS-encrypted credentials
Meet the agents

Five specialized agents.
One AI DevOps team.

Each agent owns a domain. They share context through the IAN orchestration layer (Hermes) and escalate to each other when work crosses domains.

Cost agent

Watches spend continuously. Flags regressions, rightsizes resources, cleans up idle EC2 and unattached EBS, plans RI/Savings Plans. Attributes cost to owners.

Security agent

Audits configuration, catches drift, scans repos for secrets, detects misconfigured SGs and IAM. Surfaces exposure before auditors do. SOC 2 / HIPAA evidence collection built in.

Incident / SRE agent

Detects anomalies, investigates root cause, proposes or executes remediation for reversible issues. Routes to owners with blast-radius context. Closes the investigation loop.

Deployment agent

Orchestrates releases across environments. Runs health checks, staged rollouts, automatic rollback paths. Works with your existing CI and deploy infra; never a black box.

Resource ops agent

Tagging, quotas, lifecycle policies, inventory hygiene. The unglamorous work that keeps cloud accounts governable as they grow. Policy-enforced, audit-trailed.

Orchestration & approval

Hermes coordinates the team, routes work between agents, enforces capability tiers, and runs approval gates. Every material action is appended to an immutable audit trail.

Active layer, not another dashboard

Observability told you what broke.
IAN runs the work so it doesn't.

You don't need a better view of the problem. You need the problem handled. IAN sits above observability and cost tools and executes the work their dashboards used to surface for humans.

Passive layer (incumbents)

Datadog, Wiz, Vantage, CloudHealth. They tell you what's wrong. You still pay an engineer to go fix it. Better dashboards don't reduce the labor bill.

Active layer (IAN)

The agent team runs the work. Cost cleanup, security remediation, incident triage, deploy orchestration, resource hygiene, continuously, with audit trail and approval gates.

MCP-first interface

Drive the team from the client you already use

Claude, Cursor, Claude Code, or any MCP client. Ask in natural language; IAN routes to the right agent, runs the work, and returns a structured answer. The web surface is for audit trail and approvals, not daily driving.

38+

production operations

3

capability tiers

24/7

autonomous operation

2–4

engineers replaced

Observe tier

Cost audits, security scans, drift detection, inventory. Continuous, fully audited.

Operate tier

Reversible changes act autonomously; irreversible or out-of-policy hits an approval gate.

Administer tier

Org, billing, IAM, policy changes: always require explicit human approval.

Works where your team already works

MCP-first: drive IAN from Claude, Cursor, Claude Code, or any MCP client. Alerts and summaries stay live in IAN and email. Integrations into the clouds, repos, and tools you already use.

Claude
Cursor
Claude Code
AWS
GitHub
Hermes
AWS · Production ready GCP, Azure, Kubernetes · on the roadmap
Customer outcome

From corrupted AWS account to
fully monitored production

BeeTested
The problem

AWS account inherited with zero documentation after the engineering team left. Service down; no recovery path; no idea what was running where.

What IAN did

The agent team audited the environment end-to-end, mapped every resource and dependency, planned a migration to GCP, and executed it with the deployment agent.

Outcome

Platform fully restored on GCP with continuous monitoring. Zero undocumented dependencies. Weeks, not months.

"We had no documentation, no access, and no idea what was running where. IAN mapped everything in our corrupted AWS account and gave us a clear migration path to GCP. We went from total outage to fully monitored production in weeks, not months."

Yulia

Yulia

CEO, BeeTested

FAQ

Questions & answers

How does IAN connect to my cloud and repos?

AWS via a scoped IAM role (STS AssumeRole; customer keeps the principal). GitHub or GitLab via OAuth. Credentials are encrypted with KMS. Setup is a CloudFormation template plus a couple of OAuth clicks.

What do the capability tiers actually mean?

Observe = read-only audits, cost, security, drift (auto-executed, fully audited). Operate = deploys, tagging, reversible remediation (auto for in-policy work, approval gate otherwise). Administer = org, billing, IAM, approval policy itself (always explicit approval). You choose which tiers are enabled per account and per team.

Is IAN safe to run on production cloud accounts?

Yes. Every material agent action is appended to an immutable audit trail. Irreversible or out-of-policy actions hit an approval gate. IAM is narrowly scoped. Customers can disable Operate tier entirely and run IAN in Observe-only mode first.

Do I have to use your dashboard?

No. IAN is MCP-first. Engineers drive it from Claude, Cursor, Claude Code, or any MCP client. The web surface is for audit trail review, approval queues, and org admin, not daily driving.

What does pricing look like?

Start free with a scoped AWS audit (Claude skill or CLI, BYOK, no signup). Platform self-serve is BYOK + usage-based from $1,500/mo. Managed engagements start at $5K/mo when you want an engineer on point plus the agent team. Full breakdown on /pricing.

What clouds are supported?

AWS is live today with 38+ production operations. GCP, Azure, Kubernetes, and on-prem are the next adapters on the roadmap.

Try IAN on your AWS account

Bring your own AWS keys. The audit agent runs in Claude, Cursor, or the CLI and returns concrete findings across security, cost, and reliability in about a minute. No sign-up.