AI-Powered Cloud Infrastructure
AI-Powered Cloud Infrastructure with Guardrails
We enable AI cloud infrastructure acceleration - automation, testing, operational workflows - while enforcing human-curated guardrails for spend, security, reliability, and standards.
The promise: faster infrastructure work with fewer mistakes - because guardrails are curated and enforced.
What we implement
Human-curated controls are the difference: you get speed without inconsistent AI turning into production risk.
AI Enablement
Infrastructure build and operational workflows
Guardrails
Cost/Security/Reliability/Performance
Standards
Automated policies and rules enforcement
Safety
Approvals gates, change tracking, and auditing
No pressure. Clear scope. Fast start.
Outcomes you can measure
Faster infrastructure work - with guardrails enforced
Accelerate infrastructure with AI while guardrails and standards prevent waste, exposure, and drift.
↓ Waste
Cost gates
Thresholds + approvals
↓ Exposure
Security Risk
Block insecure patterns
↑ Consistency
Standards
Enforce requirements
↑ Delivery speed
Automation
Repeatable workflows
↑ Confidence
Evidence
Change logs, rollbacks
How it works
AI Speed + Human Guardrails
We enable AI for infrastructure work, then enforce human-curated guardrails and standards so outputs are safe, consistent, and reviewable.
-
1
Baseline
Identify high-impact workflows, risk areas, and standards you want enforced across teams.
-
2
Enable AI Workflows
Integrate AI assistance into your infrastructure process - automated cloud management - with clear review points.
-
3
Enforce Guardrails + Standards
100s of Human-curated controls enforce spend/security/reliability and standards before changes apply.
Generated 3 files from infra spec
main.tf
- EC2 cluster, t3.medium × 3
variables.tf
- region, ami, instance vars
outputs.tf
- instance IDs, IPs
Guardrail evaluation
cost_threshold
estimated $280/mo → limit $500/mo
PASS
security_groups
no open ingress 0.0.0.0/0 on 22
PASS
tagging_policy
missing env, owner - 2 resources
AUTO-REMEDIATED
instance_size
r6i.32xlarge not in approved list
BLOCKED
Reply with:
cor plan
- trigger plan
cor apply
- apply after approval
cor regenerate
- regenerate IaC files
Approval request → @platform-team
The Best of Both Worlds
AI Enablement + Human-Curated Guardrails
If you want AI speed and savings without losing sleep, we'll help you implement the workflow + guardrails layer and roll it out across teams.
AI-Assisted Infrastructure Work
AI-guided cloud management, AI-assisted runbooks, unit test creation, faster planning, and clear review steps before changes apply.
Result
Infrastructure work becomes faster and less error-prone
Human-Curated Guardrails
Controls for spend, security, and reliability. Blocks risky patterns before production. Approval gates and evidence trail for every decision.
Result
Automation moves fast without increasing risk
FAQ
Common Questions
What does "use AI to build and manage infrastructure" mean?
We mean AI-assisted workflows for infrastructure planning, change generation, and operational actions. For example, describing your desired infrastructure in natural language and generating IaC - combined with enforced review points, standards, and guardrails to ensure what is built remains safe and consistent.
Does AI make changes directly in production?
No. The AI generates the required changes in an actionable form, such as IaC code. Guardrails, approvals, and evidence requirements then prevent unsafe changes from being applied. Only then do standard deployment processes apply the changes to the environment with human approvals.
What guardrails do you enforce?
We have over 100 human-curated guardrails for cost, security, reliability, performance, and operational standards. We tailor these to your environment and risk profile.
Can you enforce standards across multiple teams?
Yes. We implement consistent rules for naming, tagging, and approved patterns so teams can move faster without creating drift or one-off "snowflake" stacks.
Talk to an Engineer
Where do you want AI to accelerate your operations workflows?
Fast start options
- • Want AI to generate infrastructure? Ask about AI-assisted workflows.
- • Need cost or security controls? Ask about guardrail implementation.
- • Need standards across teams? Ask about standards enforcement.