Enterprise · Cloud cost
Cut cloud cost, then prove it. Without breaking what's running.
Cost tools show you the spike. Someone still has to find the cause, change the infrastructure safely and check the savings were real. AgentWorks agents do that loop, with every change reviewed and every saving verified.
- 01Spikes get noticed lateThe bill arrives before anyone asks why.
- 02Rightsizing feels riskyNobody wants to be the one who shrank the database before a traffic peak.
- 03Savings are estimatesRecommendations promise savings; nobody checks what actually happened.
Example goal
Verified monthly savings
this month, tracked per change. Illustrative numbers.
How it works
Agents own the goal. You own the approvals.
Baseline
Scope, budgets and change policy are set, and cost drivers are mapped per service.
Detect
Anomalies are classified by cause, with the usage and utilization evidence behind them.
Propose
Rightsizing candidates come with cost, capacity and risk evidence, as a validated IaC diff for review.
Verify
After the change, realized savings and service health are measured, and the change is kept or rolled back.
Playbooks
Ready to install. Tuned to your stack.
Each playbook sets up the goal, the tools, the evidence to keep and the questions agents should ask your team. They are open source and versioned, and we tune them to your environment during the pilot.
- Cost Anomaly to Verified Savings
- API Performance Validation
- Browser Performance Validation
Built for your security review
Runs in your cloud. Every action on the record.
Self-hosted
Deployed in your cloud account or data center. Evidence stays in your environment.
Approvals
Anything that changes production or reaches people waits for approval by default.
Audit trail
Every run, tool call, decision and cost is recorded per workflow.
Your models
Your enterprise Claude, ChatGPT or Gemini agreements, or private endpoints.
Scoped access
Tools, folders and secrets are granted per workflow, inside an OS-enforced sandbox.
SSO and roles
Sign-in through your identity provider, with roles and per-workflow access.
FAQ
Questions, answered.
Which clouds does it support?
Whatever your team can reach through APIs, CLIs or MCP servers, including AWS, GCP and Azure.
Does it change infrastructure directly?
It prepares a reviewable IaC diff. Changes go through your normal review and deploy path.
How are savings measured?
Against a recorded baseline for the affected services, after the change has run long enough to compare.
More use cases
Other goals agents can own.
Pick the goal. We'll prove it in four weeks.
A scoped pilot on one goal, in your environment, with the success metric agreed up front.