Axiom · Cloud operations agent

Axiom scans your infrastructure, reasons about cost and security, drafts Terraform changes, and ships them — with human approval. Up to 30–40% lower cloud spend in optimized accounts.

Assume-role modelHuman approval gatesImmutable audit trail
Audit · live·Plan #142 approved

DTAxiom Desktop

One operating system
for every cloud.

Axiom Agent on your workstation — AWS, Azure, GCP, GitHub, security scanner, remediation, simulation, approvals and audit, all on one local control plane.

Download desktop appOpen web app
Axiom Agent · v0.1.5 · workspace · visionxixlabs

Dashboard

Control plane snapshot

visionxixlabslive

Resources

247

Providers live

3/3

Risks

12

Next actions

9

Security

healthy

82/100

Reliability

warning

71/100

ReleaseOps

healthy

88/100

Validation

healthy

95/100

AWS

connected

resources

142

Azure

connected

resources

67

GCP

connected

resources

38

Control plane projection

Every web API surfaced locally — providers, security, releases, audit, validation.

Governed remediation

Terraform + CLI + rollback + verification rendered locally. Apply stays approval-gated.

Signed + reproducible

macOS notarized · all binaries GPG-signed · published from a public CI pipeline.

One install, three platforms

macOS · Windows · Linux. AppImage / .deb / .rpm / .dmg / .msi all from one tag.

Trust posture · baked-in safety primitives

Read-only IAM rolesZero stored credentialsApproval-gated executionImmutable audit trailPre-verified rollbackBlast radius limitsTerraform-native IaCOutcome memory engineContinuous drift monitoringCompliance-aware scanningRead-only IAM rolesZero stored credentialsApproval-gated executionImmutable audit trailPre-verified rollbackBlast radius limitsTerraform-native IaCOutcome memory engineContinuous drift monitoringCompliance-aware scanning

01 / 04

0%

Avg cloud spend cut

02 / 04

0s

First findings report

03 / 04

0

Clouds wired today

04 / 04

0%

Approval-gated execution

Built for

YC-backed startups
Series A–C teams
Platform engineering
FinOps teams

02The team you'd otherwise be paying for

A $0.00M per year team. Most teams don't have it.

The fully-loaded annual cost of hiring the engineering and operations bench most companies need but never ship. Axiom doesn't replace that team — it gives the team you already have AI-assisted coverage across every discipline below, with a human approval before any change runs.

Cloud Architect

$260k+/yr

Multi-cloud topology + boundaries

Security Engineer

$240k+/yr

Threat model + secret hygiene

ML Engineer

$245k+/yr

Provider routing + fallback

AI Researcher

$260k+/yr

Council weighting + drift

Kubernetes Engineer

$225k+/yr

Workload + control-plane drift

SRE / On-call

$225k+/yr

Error budgets + paging

AWS Specialist

$220k+/yr

CloudTrail + IAM least-priv

Mobile Engineer

$220k+/yr

Push + offline + deep-link

Incident Commander

$220k+/yr

Approval staging + rollback

Compliance Officer

$200k+/yr

SOC 2 + GDPR evidence

Build / CI Engineer

$195k+/yr

Gating + deploy windows

Customer Success

$170k+/yr

Trial → growth conversion

See all 26 disciplinesSee pricing

Twelve of twenty-six shown.

03Operational intelligence

It doesn't alert. It operates.

Axiom scans your infrastructure, reasons about what matters, builds execution plans, and applies approved changes — then learns from outcomes.

Deep Scanning

3 clouds

Full infrastructure snapshot — cost waste, security gaps, misconfigurations, and drift from desired state.

  • Cost optimization and rightsizing
  • Security findings with severity scoring
  • Continuous drift detection

Autonomous Reasoning

12-step loop

AI reasoning engine that prioritizes findings, builds dependency-aware execution plans, and generates Terraform code.

  • Multi-phase cognitive reasoning
  • Phased plans with dependency graphs
  • Terraform and CLI code generation

Governed Execution

Audited

Enterprise-grade safety — approval gates, blast radius limits, verified rollback, and immutable audit trail.

  • Human approval for high-risk changes
  • Pre-verified rollback strategies
  • Outcome learning and safety gates

EGEnterprise governance

Autonomous operations.Zero autonomous risk.

The agent enforces governance at every step — approval gates for blast-radius changes, cost visibility per decision, and immutable audit trails that prove compliance.

Access model

  • Assume-role model — zero stored credentials, zero shared passwords
  • Read-only by default — write access scoped, temporary, and approval-gated
  • Revoke instantly — active sessions self-terminate within 60 seconds

Approval & safety

  • Human approval required for cost, network, IAM, and past-failure changes
  • Blast radius limits — instance changes capped, network changes staged to non-prod first
  • Pre-verified rollback — rollback plan validated before execution, not after failure
  • Outcome memory — prior failures on resource X require manual approval on retry

Audit & compliance

  • Immutable audit trail — what changed, who approved, cost impact, rollback status
  • Full reasoning chain — every decision logged with rationale and confidence score
  • Hard trust boundaries — the agent can never self-escalate its own autonomy level
  • Governance policies per team — cost budgets, approval thresholds, change windows

04How Axiom operates

Twelve steps from scan to ship.

Axiom runs a 12-step cognitive loop: observe the cloud, interpret findings, reason about priority, plan dependency-aware execution, and learn from outcomes. Every step is auditable.

  • Phase 1 — Observe

    Multi-region inventory, cost waste detection, security drift

  • Phase 2 — Reason

    Council-weighted priority, blast radius, ROI estimation

  • Phase 3 — Plan

    Phased Terraform with dependency graph + rollback strategy

  • Phase 4 — Approve · Execute · Learn

    Human gate, audited execution, outcome scoring

Click a phase to expand
12-step autonomous loop

05Multi-cloud intelligence

One agent. Every cloud.

Axiom's provider-abstraction layer normalizes AWS, Azure, and GCP into a unified operational model. One scan, one reasoning loop, one execution plan — no matter where your workloads live.

  • Amazon Web Services

    Full operations · CloudFormation one-click connect · assume-role

  • Microsoft Azure

    Reader role · service principal via Cloud Shell · ARM-aware

  • Google Cloud Platform

    Service account · Cloud Shell tutorial · project-scoped

  • Terraform native output

    Auto-generated IaC with dependency graphs + rollback strategies

AWS

Amazon Web Services

Full operations

Azure

Microsoft Azure

10 live · 10 expanding

GCP

Google Cloud Platform

10 live · 10 expanding

06Governance & safety

Approval-gated. Always.

Every change passes a human approval gate. Blast radius is capped, compliance policy enforced, rollback pre-verified, and every action recorded in an immutable audit trail.

  • Approval required

    No write action runs without explicit human sign-off

  • Blast radius limits

    Plans that touch more than N resources are auto-staged

  • Rollback verified

    Every plan ships with a tested rollback path before approval

  • Immutable audit

    SHA-256 rationale rows · who · what · why · when

Approval requiredEnforced
Blast radius< 5 resources
Rollback verifiedReady
Audit trailImmutable · SHA-256
resource "aws_instance" "web" {
  instance_type = "t3.medium"
  # rightsized from m5.xlarge by Axiom plan #142
}

Trusted by teams running production infrastructure

Engineers who let Axiom operate their cloud with confidence.

H

Head of Infrastructure

SaaS

“Axiom found cost savings we'd been missing for months and generated the Terraform to fix it. The approval workflow gave us confidence to actually apply it.”

Questions answered

Frequently asked questions

09 / 09·5 minutes to first scan

Your first scan takes 5 minutes.

Connect a read-only IAM role. Axiom delivers your infrastructure intelligence report — cost savings, security findings, and execution plan — before your coffee gets cold.

No credit cardRead-only accessRevoke anytime
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