DoiT gave us the confidence to move from experimentation to production. They helped us understand the right way to build AI for the real world.
Milad Rezazadeh, CTO
Built for the agentic stack
Skip the dashboard. Keep the answers.
Cost data, anomaly triage, commitment planning, and recommendations are reachable from any agent, script, or terminal. Same platform, same FDEs, no UI required.
Slack-native answers
Your agent answers spend questions in the channel where they were asked.
Self-building cost reviews
Variance, drivers, and forecasts drafted before the meeting starts.
Triaged recommendations
Agents rank by impact and risk. Shipped as pull requests.
Commitment math
Burn rate, forecast, and headroom returned by one function call.
Cost guardrails in CI
Anomaly state checked at deploy time. Regressions caught before they ship.
One auth everywhere
REST, MCP, and CLI share the same data and permissions.
Headless FinOps
Command-line
Pipe it, script it, schedule it. The full platform engine in your terminal.
Headless FinOps
MCP
Native Model Context Protocol support. Connect Claude, Cursor, ChatGPT, or internal agents and query spend in natural language.
Headless FinOps
Enterprise-grade APIs
Versioned, documented endpoints for cost analytics, allocations, budgets, anomalies, commitments.
Headless FinOps
Native ChatGPT app
Query cloud cost data, explore recommendations, investigate anomalies, and take action on Cloud Intelligence™ account directly from ChatGPT. Natural language in, answers and actions out. No context switching.
Three surfaces, one platform
End-to-end coverage, no clicks required
Every object in Cloud Intelligence is reachable through the surface that fits your stack.
REST API
Versioned, documented endpoints for cost analytics, allocations, budgets, anomalies, commitments, and FDE tickets.
MCP Server
Native Model Context Protocol support. Connect Claude, Cursor, ChatGPT, or internal agents and query spend in natural language.
doit CLI
Pipe it, script it, schedule it. The full platform engine in your terminal.
Webhooks
Push anomalies, budget breaches, and recommendations into Slack, PagerDuty, Jira, or Linear in real time.
Workload Intelligence
Programmatic access to Kubernetes, BigQuery, Snowflake, Databricks, and GenAI optimization modules.
FDE Workflows
Open Forward Deployed Engineer requests programmatically. Fixes land as PRs, not as Slack threads.
Unified Auth
Service accounts, scoped tokens, and SSO. Same permissions across every surface.
Audit Log
Every API, MCP, and CLI call logged and queryable. Compliance without a separate tool.
Integrated with your entire tech-stack
Works natively with your cloud providers, data platforms, DevOps and SecOps tooling. Custom integrations are available on request.
Explore100%
of platform features available headless
<1 day
typical integration time for a first agent workflow
0
dashboards required
What they say
Attribute™'s cost grouping technology took our cost visibility and allocation to a whole new level. Now, our teams are fully accountable for their budgets, significantly improving our cloud efficiency and helping us minimize unnecessary costs.
Eli Zilbershtein, Head of DevOps, Hippo
You can't tag a customer in a multi-tenant environment. Attribute™ finally shows us what each customer costs and what's driving those costs.
Omri Cohen, Director of Engineering, Platform
Enterprise-grade security
Headless access doesn't mean loose access. Every call is authenticated, scoped, and logged.
AICPA
SOC 2/3
AICPA
GDPR
AICPA
ISO 27001
Stop logging in.
Let your agents do it instead.
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 doit 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.