Snowflake Cost Visibility, Chargeback and Optimisation

LEIT DATA helps organisations turn rising Snowflake spend into clear ownership, better forecasting, and actionable cost optimisation, so platform, finance, and leadership teams can make faster, more confident decisions.

Snowflake is a powerful platform for modern data, analytics, and AI workloads, but as usage grows, so does the complexity behind the cost. Spend can quickly spread across warehouses, storage, cloud services, AI features, serverless workloads, teams, and projects, making it harder to explain where money is going, who should own it, and what action should happen next.

The LEIT DATA Snowflake Cost Visibility, Chargeback, and Optimisation App is designed to solve that problem. We help organisations move beyond fragmented reporting and create a single, trusted view of Snowflake cost and usage. The result is stronger accountability, clearer chargeback, better budget control, and a more practical path to ongoing optimisation.

This is not generic cloud cost reporting. It is a Snowflake-focused App built to help you understand spend in context, allocate it fairly, strengthen governance, and focus on the optimisation opportunities that matter most.

Why this matters

For many organisations, the challenge is not just that Snowflake spend is increasing. The challenge is that ownership is unclear, attribution is inconsistent, and optimisation efforts are often reactive rather than planned.

Without a trusted view of cost, teams can struggle to answer simple but critical questions:

Where is spend increasing?
Which teams or workloads are driving it?
How should shared costs be allocated?
What should we prioritise first to control spend?

LEIT DATA helps answer those questions in a way that supports better commercial decisions, better internal accountability, and more predictable platform cost performance.

What the App delivers

Clear cost visibility

Fairer chargeback and showback

Better forecasting and budget control

Actionable optimisation insight

Stronger governance and confidence

Gain a single, trusted view of Snowflake spend across credits, storage, AI usage, cloud services, and workloads, so you can quickly see what is changing and why.

Allocate spend more accurately across teams, business units, and cost centres to improve accountability and support more effective internal cost conversations.

Use forecasting, budgets, and alerts to reduce surprises, spot overspend earlier, and manage Snowflake usage more proactively.

Highlight the highest-cost workloads, inefficient usage patterns, and avoidable waste so teams can prioritise actions that create the greatest impact.

Improve tagging quality, reduce unattributed spend, and give leadership greater confidence in the data behind cost allocation and ownership.

Who the App is for

Data platform teams

Heads of data and engineering

FinOps leaders

Finance business partners

Governance and operations teams

This App is ideal for organisations that need a clearer, more accountable way to manage Snowflake spend, It is especially valuable where Snowflake usage has grown quickly and cost accountability has not kept pace.

Next step: Book a 30-minute dashboard walkthrough to review current Snowflake usage, surface major cost drivers and attribution gaps, and identify near-term optimisation priorities.

Download the one-pager (PDF)

Why it matters

In estates running 50+ Snowflake warehouses, 15-20% of query spend can remain unattributed until tagging normalises (illustrative scenario, not a client benchmark).

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Start free: Snowflake Usage Audit

Free, open-ended access to the FinOps app. The app scans ACCOUNT_USAGE and ORGANIZATION_USAGE through a read-only reader role and surfaces your own cost, tagging, and posture findings in the app. No data is moved and no changes are made.

Free app access

Open-ended, with no fixed time limit. You create a read-only reader role and LEIT provides the grants, so you stay in control.

A review meeting

Walk through your own findings with a LEIT specialist and see where deeper work pays back fastest. No fixed length.

Optional paid follow-ons

The live chargeback, forecasting, and optimisation engagement, the LEIT Security Package, or a Platform Assessment.

Book your free Snowflake Usage Audit