Fini and AI assistance

CloudIQ's AI features help teams understand cloud costs, investigate changes and prepare the next step, while keeping every action with a person.

Fini, the cost analyst#

Fini is a conversational cost analyst that knows AWS and Google Cloud services and pricing. Ask it why a bill changed, what to prioritize, or what has shifted since the last analysis, and it answers from your own data.

Ask Fini anywhere. Fini is available on every page and reads the page you are on. It can explain the current view, summarize changes, draft a Jira ticket, or prepare a stakeholder update.

Proactive investigation#

A scheduled AI assistant investigates cost changes and anomalies on a cadence you define, then sends each engineer a digest of their assigned open tasks. Every run is logged, and a kill switch is always available.

Bring your own AI#

An MCP endpoint lets Claude, Cursor, ChatGPT and custom agents query your cost data, with customer-specific API keys that are scoped, audited and revocable in seconds. Connect an AI assistant is the setup guide.

What the AI can and cannot do#

• AI features run within customer-specific scopes and budgets.
• Nothing is executed against your cloud. Fini drafts, and people approve.
• Your cost data is never used to train AI models.
• The one tool that writes anywhere, the MCP pull-request tool, opens a pull request for human review and needs an explicit write scope.

AI spend#

What AI itself costs, who owns it and what it returns is the job of Finitizer Tokenomics, a separate product that reads AI spend from your own bills and exports.

Next#

• Connect an AI assistant
• Workload Optimization: AI assistance on workload findings
• Security and access model