PerfectScale gives us the confidence to automate Kubernetes optimization while letting our engineers focus on building what matters.
Josh Zarrabi, Infrastructure Engineer
Headless FinOps
Your agents are the UI.
Every part of Cloud Intelligence™, available through the REST API, an MCP server, the dci CLI, a ChatGPT app and a Claude plugin. Ask, automate and act from any agent, script or terminal.
REST API · MCP server · dci CLI · ChatGPT app · Claude plugin
Terminal · dci CLIscripts, cron, CI
$ dci anomalies-recent --window 7d
SEVERITY SERVICE EXCESS
critical Amazon EC2 +$4,180/h
warning BigQuery +$910
$ dci budgets-at-risk
BUDGET USED FORECAST
payments-q4 82% 104%
Your agent · over MCPClaude, ChatGPT and more
Why is EC2 up this week?
A critical anomaly in prod-payments: checkout workers tripled after the 4.2 deploy. +$4,180 an hour.
get_anomaliesrun_querySame data, same permissions, no dashboard opened.
built for the agentic stack
Skip the dashboard. Keep the answers.
Cost data, anomaly triage, budgets and recommendations, reachable from any agent, script or terminal. Same platform, same permissions, no UI required.
Read the API docsOne platform · four surfaces
Use it from wherever you work
REST APIVersioned, documented endpoints
MCP serverRemote or local, OAuth or token
dci CLIHomebrew or winget, scriptable
ChatGPT appAsk and act in natural language
Same identity and permissions on every surface.
other FinOps tools want a login
We meet you where you work.
Dashboard-first tools make one analyst the bottleneck for every cost question. Headless FinOps lets anyone ask their own agent, and lets engineers wire cost into scripts, CI and chat.
Dashboard-first FinOps
“Log in, filter, export, paste.”
Who asksEngineers, in Slack
Who answersOne FinOps analyst
TurnaroundA day or two
Headless FinOps
“Ask the agent you already use.”
Who asksAnyone, anywhere
Who answersTheir agent, via MCP
TurnaroundSeconds
Engineers
Cost in the terminal and CI.
FinOps
Fewer ad hoc requests.
Platform
One API for every workflow.
Leadership
Answers in Slack, not tickets.
one platform, every surface
End-to-end, no clicks required
REST API
Versioned endpoints for reports, allocations, budgets and anomalies.
MCP server
Connect Claude, ChatGPT or your own agent and ask in plain English.
dci CLI
Pipe it, script it, schedule it. The platform in your terminal.
ChatGPT app
Query costs, investigate anomalies and act, right in ChatGPT.
FDE workflows
Open Forward Deployed Engineer requests from code.
One identity
API tokens and sign-in share your console permissions.
first workflow in under a day
How Headless FinOps works
1
Install and sign in.
Get the dci CLI from Homebrew or winget and sign in with your DoiT account.
2
Connect your agents.
Point Claude, ChatGPT or your own agent at the MCP server.
3
Automate the routine.
Schedule reviews, gate deploys and route alerts with scripts.
SOC 2 Type 2, ISO 27001, FinOps Certified Platform.
Book a demoStart for freeWhat they say
Without PerfectScale by DoiT, I don't know how we would do it. We'd have to have twice the number of people on my team to stay on top of it. With PerfectScale, we can focus on the more strategic issues.
David Adkins, Stefanini Group
Connecting IBM and AWS privately was the piece we needed to get right, and we wanted to move faster on it than we could on our own. DoiT worked through the options with us, found the subnet overlap that was breaking the routing, and made it stable. That unblocked everything else.
DevOps Lead, Software Projects
Frequently asked
questions
Do I need to use the dashboard at all?
No. Every object in Cloud Intelligence is reachable through REST, MCP, or the dci CLI. The UI is optional, not the source of truth.
Which agents work with the MCP server?
Anything that speaks Model Context Protocol. Claude, Cursor, ChatGPT, and internal agents connect once and query spend in natural language.
How does auth work across surfaces?
Service accounts, scoped tokens, and SSO share the same permissions across REST, MCP, CLI, and webhooks. One identity model, every surface.
Can I catch cost regressions in CI?
Yes. Check anomaly state at deploy time and block or warn before a regression ships. Most teams wire it up in an afternoon.
How long does a first integration take?
Typical first agent workflow ships in under a day. FDEs help with the harder ones and land fixes as PRs.
Stop logging in. Let your agents do it.
The whole platform, through the API, MCP and CLI.