AI · FinOps Agent Chatbot

Talk to your cloud bill, and turn answers into shipped fixes

The FinOps Agent pulls context from your assignments, services, and cloud accounts, then answers in plain language. It plans, reads documentation, edits infrastructure code, and opens GitHub pull requests on its own, no constant confirmation needed. Engineers stay in control through PR review.

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Grounded in your actual data
Answers come from the FOCUS billing dataset, your service catalog, and your IaC. Every response cites its source.

How it works

From question to PR, in one workflow

The agent plans, reads the docs, edits infrastructure code, and ships a reviewable pull request on its own, with engineers as the final approvers.

01
Context gathering
The agent pulls everything relevant from an assignment: issue description, affected resources, impact, ownership.
02
Planning & docs lookup
It plans actions step-by-step and uses an MCP tool to semantically search official documentation (AWS, EKS, Aurora, etc.), pulling only the parts that matter into context.
03
Precise file modification
Instead of rewriting whole files, it uses a deterministic find-and-replace mechanism. This is more reliable and less prone to indentation or character errors than full rewrites.
04
Dry run & retry
Generates a diff for review first. If an edit fails (e.g., multiple matches), it puts the error back into context, retries with more specificity, and converges.
05
Commit & PR
Commits, links the issue, writes a detailed PR body with the summary of actions and links to the relevant docs and release notes.

From question to shipped fix, in one workflow.

Points of interaction

Where you meet the agent

The chat interface is contextually placed throughout Glassity and inside the tools your team already uses, so the agent shows up with the right information at the right moment.

[Services]
View Services
See the Service Catalog in full: ownership, repos, SLOs, Jira boards, IaC definitions, and real-time resource visibility.
[Opportunities]
Cost Opportunities
Weigh break-even, cashback, and savings value for each opportunity, so you can decide with the numbers in front of you.
[Assignments]
Active Assignments
Track active assignments, the engineers and teams involved, and turnaround time, with control over the change lifecycle.
[Slack]
In your channels
Ask the agent in Slack; it answers with the same grounded context it has in the app. Quick triage, no tab switching.

Grounded, fast, and humans in control

The agent works against your data: the FOCUS billing dataset, your service catalog, your IaC. It cites the source of every answer. And because the loop closes with a pull request, your engineers stay the final approvers of any change that touches production.

Talk to your cloud bill

Book a demo and watch the FinOps Agent go from question to shipped pull request.

Book a demo Try the Self-Guided Demo