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Download the Agentic AI FinOps Guide

Transform Your FinOps Strategy with Agentic AI

How Agentic AI Is Redefining FinOps for the Multicloud Era

Your Snowflake credits hide the waste. Cloudgov.ai finds it.

Read only and agentic. Connect your Snowflake account once and let Cloudgov.ai turn ACCOUNT_USAGE data, warehouse patterns, query history, and Cortex spend into continuous FinOps outcomes.

Snowflake spend · Q3 sample
Before Optimized
−$0K 22.4%

Waste identified across oversized warehouses, idle credits, cloud services overhead, and Cortex AI usage this quarter.

JUL AUG SEP OCT NOV
Warehouses −$168K
Storage −$52K
Cortex AI −$46K
Cloud Services −$32K
What Cloudgov.ai does for Snowflake

Every layer of your Snowflake spend, continuously optimized

From warehouse rightsizing to query optimization, credit consumption to Cortex AI spend. Cloudgov.ai's agentic AI reads your Snowflake account, surfaces the wins, and executes with human in the loop guardrails.

Warehouse rightsizing

Agents analyze warehouse utilization, query queues, and concurrency patterns to recommend size, cluster count, and auto suspend settings. Approve in one click or auto apply on non production warehouses.

Query and workload optimization

Identify expensive queries, partition scans, and workloads that would run faster and cheaper on a different warehouse. Route recurring workloads to the right compute automatically.

Storage intelligence

Identify unused Time Travel data, stale zero copy clones, and Fail safe overhead. Reclaim credits by adjusting retention policies where they no longer serve a purpose.

Cortex AI cost tracking

Track Cortex Search, Cortex Analyst, and Cortex Complete usage down to the query. Attribute AI spend by warehouse, user, or role, and set guardrails before a runaway model call hits the bill.

Credit anomaly detection

Learns your account's normal credit consumption pattern per warehouse and per role. Catches runaway queries, mispriced clusters, and forgotten workloads before end of month, not weeks later.

Chargeback by team or customer

Virtual tagging via query tags, role hierarchy, or warehouse mapping. Attribute every credit to a team, product, or downstream customer, without touching underlying data.

How it works

Connect once. Optimize continuously.

Under 15 minutes to full read only access across your Snowflake account. No prompt or response data ever leaves Snowflake.

01
Create a service user

Create a read only user in Snowflake with USAGE_VIEWER role and SELECT access on the ACCOUNT_USAGE schema. Cloudgov.ai never reads customer data.

~5 min · Snowflake roles
02
Grant metadata access

Grant SELECT on ACCOUNT_USAGE, ORGANIZATION_USAGE, and INFORMATION_SCHEMA. Cloudgov.ai reads only usage and query metadata, never prompt or response content.

~5 min · Grants
03
Activate your Shields

Activate BillingShield to route your Snowflake invoice, and MulticloudShield to unify Snowflake credits with your AWS, Azure, and GCP spend. Set guardrails once, agents handle the rest with human approval where it matters.

~5 min · Cloudgov console
Built for enterprise trust

Read only. FOCUS native. Agentic, not just analytical.

Read only, always

Cloudgov.ai never writes to or mutates your AWS accounts. Actions land as tickets, IaC diffs, or approvals in your existing workflow.

FOCUS native

Ingests the FinOps Open Cost & Usage Spec directly. Add Azure, GCP, and OpenAI later without re modeling anything.

Agentic outcomes

Findings flow into policy, approvals, tickets, and chargeback. Not another dashboard. Real actions with real audit trails.

Shields that power your Snowflake spend

The Snowflake integration unlocks four Shields

Each Shield is an autonomous domain of FinOps outcomes. Turn them on independently, or run all four together for full AWS coverage.

Outcomes on Snowflake

Real numbers, from real Snowflake environments

Illustrative, benchmark aligned ranges. Your results will vary by environment.

20 to 30%
Snowflake bill reduction

On rightsizing, commitments, and waste, guaranteed on qualified engagements.

< 15 min
Time to first insight

Service user connects, ACCOUNT_USAGE syncs, agents surface top warehouse savings automatically.

100%
FOCUS native, read only

No writes to your accounts. Every action routed through your existing approval flow.

Ready to see your Snowflake spend in a way that finally makes sense?

15 minute demo, real numbers on your environment, no long term commitment.

The Cloudgov.ai Shield Family

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