Powerful, but
controlled.
Axiom is designed so autonomous operations never compromise governance, auditability, or human oversight. Every action is approval-gated, fully audited, and reversible.
Security & access model
We align with your security team's expectations: role-based access, auditability, and time-bound privileges. We do not ask for root credentials or shared passwords.
Identity & roles
- • Role-based access scoped to project or account
- • Federation/SSO where available
- • Temporary elevation if needed, with approval
Change & deployment
- • Infrastructure-as-code and CI/CD based changes
- • Reviewable pull requests and pipelines
- • No ad-hoc changes in production
Audit & logging
- • Activity logged in your cloud accounts
- • Change history in version control and pipelines
- • Access review support for security and compliance teams
AI governance & risk management
AI systems are treated like any other production system: scoped access, logging, and explicit ownership. We do not bypass your existing risk and compliance processes.
Data & access boundaries
- • AI endpoints restricted to approved data sources
- • No training on sensitive data unless explicitly scoped and approved
- • Clear separation between environments (dev/test/prod)
Monitoring & incident process
- • Request/response logging and usage metrics for AI workloads
- • Cost and usage dashboards; alerts on anomalies
- • Runbooks for investigation, rollback, and communication
We do not claim compliance certifications on your behalf. Instead, we design architectures and processes so your existing compliance framework can be applied.
Delivery, collaboration, and support.
We work as an engineering partner, not a black box. Engagements are structured, scoped, and documented.
Discovery & scoping
- • Use-case, constraints, and success criteria defined up front
- • Written scope and assumptions for each phase
- • Alignment with your internal stakeholders
Implementation
- • Iterative delivery with visible milestones
- • Use of your tools (GitHub, ticketing, chat) where possible
- • Regular touchpoints with technical leads
Handover & aftercare
- • Documentation and runbooks delivered at the end of each engagement
- • Handover workshop for your team
- • Optional follow-on support defined explicitly per engagement
Axiom trust architecture.
Built-in governance at every layer — the agent can never self-escalate, bypass approval, or execute without verified safety.
Read-only by default
Scans use IAM assume-role with least-privilege policies. No credentials stored.
Approval-gated execution
Every infrastructure change requires explicit human approval. The agent never auto-applies.
Pre-verified rollback
State captured before execution. Rollback plans validated. Recovery instructions in audit log.
Outcome memory
Failed actions auto-downgrade future recommendations from auto-fix to human review.
See your infrastructure clearly.
Connect a read-only IAM role. Get your intelligence report — cost savings, security findings, and execution plan — in minutes.