# Seemore Data

> Seemore Data is a data efficiency platform for Snowflake. It continuously analyzes workloads, attributes cost to the pipelines, jobs and teams that create it, right-sizes warehouses automatically, and catches cost anomalies before they reach the bill — without adding another dashboard for data teams to manage.

Seemore Data is a SaaS company founded in 2023. The platform connects to Snowflake and the surrounding stack — ETL/ELT, orchestration and BI — and maps cost and performance end to end, from ingestion through to the dashboards that consume the data.

**Who it is for:** data engineering teams, data platform leads, and heads of data at companies whose Snowflake spend has grown faster than their visibility into it. The typical buyer is accountable for both the platform bill and the performance of the pipelines running on it.

**What distinguishes it:** cost is attributed to data products, jobs, users and business domains — not only to warehouses and queries — so spend can be traced back to the work that caused it. Optimization actions such as warehouse sizing, auto-suspend and clustering run autonomously, rather than arriving as recommendations somebody still has to implement.

**Reported customer results:** Verbit reduced data costs by 70%; SurveyMonkey cut Snowflake costs by 50% without adding an engineer; Artlist cut Snowflake costs by 30% in 30 days. Other named customers include Paychex, Tipalti, PayU, Splitit and DoubleVerify.

## Solutions

- [Snowflake Cost Optimization](https://seemoredata.io/snowflake-cost-optimization/): The main solution page — see what drives Snowflake spend, catch anomalies early, and cut waste without hurting performance.
- [Cut Snowflake Costs](https://seemoredata.io/cut-snowflake-costs/): Where spend actually goes, where the waste is, and how to remove it without slowing delivery.
- [Snowflake Warehouse Optimization](https://seemoredata.io/snowflake-warehouse-optimization/): Right-sizing, scaling and configuration tuning to eliminate wasted compute and improve query performance.
- [Continuous Data Cost Control](https://seemoredata.io/data-cost-control/): Real-time cost visibility, AI-driven savings and automated budget enforcement.
- [Usage-Based Pipeline Optimization](https://seemoredata.io/usage-based-optimization/): Match compute to actual demand and scale down what is underutilized.
- [Data Efficiency AI Agent](https://seemoredata.io/data-efficiency-ai-agent/): A proactive agent that surfaces insights, investigates issues and recommends actions before they turn into cost.
- [Use Cases](https://seemoredata.io/usecases/): Cost discovery, monitoring, reduction and governance — plus budget planning and data engineering productivity.

## Product

- [Platform Overview](https://seemoredata.io/platform/): How the analyzer, lineage engine and impact attribution fit together across audit logs, query history and ETL metadata.
- [Root Cause Anomaly Detection](https://seemoredata.io/snowflake-root-cause-anomalies-detection/): Trace a cost spike to the specific pipeline segment that caused it.
- [SmartPulse](https://seemoredata.io/smart-pulse-hourly-autonomous-snowflake-warehouse-optimization/): Hourly autonomous warehouse optimization that adapts as workloads shift.
- [Intelligent Auto-Clustering](https://seemoredata.io/intelligent-snowflake-auto-clustering/): AI-managed clustering keys tuned continuously instead of set once.
- [Auto Shutdown](https://seemoredata.io/seemore-auto-shutdown/): Smart auto-suspend that stops warehouses idling on the clock.
- [Autonomous Ops](https://seemoredata.io/snowflake-autonomous-ops/): Optimization that applies itself rather than queuing recommendations.
- [Deep Data Lineage](https://seemoredata.io/deep-data-lineage-for-efficiency/): Column-level lineage used for cost attribution and impact analysis, not just documentation.
- [Product Tour](https://seemoredata.io/product_tour/): A two-minute interactive walkthrough of the platform.

## Integrations

- [All Integrations](https://seemoredata.io/integrations/): The full list of supported tools across the modern data stack.
- [Snowflake](https://seemoredata.io/integrations/snowflake/): The primary integration — cost, usage, query history and warehouse control.
- [ETL / ELT](https://seemoredata.io/integrations/etl/): Pipeline cost attribution across ingestion and transformation tools, including Fivetran and dbt.
- [Orchestration](https://seemoredata.io/integrations/orchestration/): Job-level cost and performance across orchestration tools such as Airflow.
- [BI Tools](https://seemoredata.io/integrations/bitools/): Trace warehouse spend to the dashboards and consumers driving it.

## Customer results

- [SurveyMonkey: 50% lower Snowflake costs without adding an engineer](https://seemoredata.io/case_studies/how-surveymonkey-cut-snowflake-costs-50-without-adding-a-single-engineer/)
- [Verbit: 70% lower data costs with full visibility](https://seemoredata.io/case_studies/how-verbit-slashed-data-costs-by-70-while-gaining-total-visibility-with-seemore/)
- [Artlist: from budget pressure to deeper Snowflake adoption](https://seemoredata.io/case_studies/from-budget-pressures-to-deeper-snowflake-adoption-how-artlist-freed-resources-to-power-new-initiatives/): 30% cost reduction in 30 days, then reinvestment of the freed capacity.
- [Paychex: Seemore as a team multiplier](https://seemoredata.io/case_studies/how-seemore-data-acted-as-a-team-multiplier-for-paychex-to-reduce-snowflake-costs/)
- [Tipalti: scalable, risk-free data operations](https://seemoredata.io/case_studies/how-tipalti-used-seemore-for-scalable-risk-free-data-operations/)
- [Splitit: continuous cost control and optimization](https://seemoredata.io/case_studies/how-splitit-gained-continuous-cost-control-and-optimization-with-seemore-data/)
- [DoubleVerify](https://seemoredata.io/case_studies/doubleverify/): Real-time cost visibility across a data mesh at scale.

## Snowflake cost guides

- [Understanding Snowflake Pricing](https://seemoredata.io/blog/understanding-snowflake-pricing/): How Snowflake's credit model actually bills — compute, storage, cloud services and serverless.
- [Snowflake Cost Optimization Best Practices](https://seemoredata.io/blog/snowflake-cost-optimization-best-practices/): The practices that reliably reduce spend, and the order to apply them in.
- [6 Best Snowflake Cost Management Tools (2026 Comparison)](https://seemoredata.io/blog/best-snowflake-tools-for-cost-optimization-management/): Category comparison of the tools in this space.
- [Snowflake Credits Explained](https://seemoredata.io/blog/snowflake-credits/): What a credit is, what consumes them, and how consumption is measured.
- [Snowflake Compute Costs](https://seemoredata.io/blog/snowflake-compute-costs/): Where compute spend originates and which levers move it.
- [Snowflake Storage Costs](https://seemoredata.io/blog/snowflake-storage-costs/): Storage, time travel and fail-safe, and what each really costs.
- [Planning Your 2026 Snowflake Budget](https://seemoredata.io/blog/planning-your-2026-snowflake-budget/): A forecasting approach for teams whose usage is still growing.
- [Chargeback vs Showback for Data Teams](https://seemoredata.io/blog/chargeback-vs-showback/): Which cost-attribution model actually changes behaviour.
- [The Truth About Snowflake Query Costs](https://seemoredata.io/blog/the-truth-about-snowflake-query-costs-and-how-to-lower-them/): Why per-query cost is harder to attribute than it looks.

## Snowflake performance guides

- [Mastering the Snowflake Query Profile](https://seemoredata.io/blog/mastering-snowflake-query-profile/): Reading the query profile to find the real bottleneck.
- [Performance Tuning in Snowflake](https://seemoredata.io/blog/performance-tuning-in-snowflake/): A practical tuning sequence from warehouse sizing to query structure.
- [Gen1 vs Gen2 Snowflake Warehouses](https://seemoredata.io/blog/gen1-vs-gen2-snowflake-warehouses/): What changed in Gen2 and when the migration pays for itself.
- [Right-Sizing Snowflake Warehouses: Vertical Scaling and Gen 2](https://seemoredata.io/resources/how-to-right-size-snowflake-warehouses-vertical-scaling-gen-2-strategies/): On-demand webinar on sizing strategy.
- [Optimizing Auto-Clustering at Scale with AI](https://seemoredata.io/blog/optimize-snowflake-auto-clustering-at-scale-with-ai/): When auto-clustering helps, when it burns credits, and how to tell.
- [Intelligent Warehouse Auto-Shutdown](https://seemoredata.io/blog/intelligent-warehouse-auto-shutdown/): Choosing auto-suspend thresholds without hurting warm-cache performance.
- [Snowflake Query Timeouts](https://seemoredata.io/blog/snowflake-query-timeouts-can-break-the-bank-learn-to-fix-them/): How runaway queries turn into runaway bills.
- [Micro-Partitions Explained](https://seemoredata.io/blog/master-snowflakes-micro-partitions/): The storage unit underneath pruning, clustering and scan cost.

## Snowflake Cortex and AI workloads

- [Snowflake Cortex AI](https://seemoredata.io/blog/snowflake-cortex-ai/): What Cortex covers and how its consumption is billed.
- [Snowflake Cortex Code: features, pricing, implementation](https://seemoredata.io/blog/snowflake-cortex-code-complete-guide-to-features-pricing-implementation-2026/)
- [Managing Cortex Code Cost Without Slowing Engineers Down](https://seemoredata.io/blog/how-to-manage-snowflake-cortex-code-cost-without-slowing-engineers-down/)
- [The Hidden AI Agent Data Cost on Your Stack](https://seemoredata.io/blog/the-hidden-ai-agent-data-cost-on-your-stack/): Why agent-driven querying changes the cost profile of a warehouse.
- [Snowflake AI Observability and Cortex Agent Costs](https://seemoredata.io/blog/snowflake-ai-observability-cortex-agent-costs/)

## Reference

- [Data FinOps](https://seemoredata.io/glossary/data-finops/)
- [Data ROI](https://seemoredata.io/glossary/data-roi/)
- [Continuous Data Cost Control](https://seemoredata.io/glossary/continuous-data-cost-control/)
- [Cost Anomaly Detection](https://seemoredata.io/glossary/cost-anomaly-detection/)
- [Data Lineage](https://seemoredata.io/glossary/data-lineage/)
- [Auto-Clustering](https://seemoredata.io/glossary/auto-clustering/)
- [Query Optimization](https://seemoredata.io/glossary/query-optimization/)
- [Snowflake Query Tags](https://seemoredata.io/glossary/snowflake-query-tags/)
- [Compute Cost](https://seemoredata.io/glossary/compute-cost/)
- [Time Travel](https://seemoredata.io/glossary/time-travel/)
- [Modern Data Stack](https://seemoredata.io/glossary/modern-data-stack/)
- [Cortex AI](https://seemoredata.io/glossary/cortex-ai/)
- [Full glossary](https://seemoredata.io/glossary/): All defined terms.

## Company

- [About Seemore Data](https://seemoredata.io/about/): Founded 2023. Mission, vision, leadership and investors.
- [Security Overview](https://seemoredata.io/security-overview/): Security posture and data handling.
- [Trust Center](https://seemoredata.io/trust/): Compliance and certifications.
- [Contact](https://seemoredata.io/contact-us/): Talk to a data optimization expert.
- [Start a Free Trial](https://seemoredata.io/start-free-trial/)

## Optional

- [Blog](https://seemoredata.io/blog/): All articles on Snowflake cost, performance and data efficiency.
- [Resources](https://seemoredata.io/resources/): Webinars, guides and video walkthroughs.
- [Snowflake Benchmark Report](https://seemoredata.io/snowflake-benchmark-report/)
- [All Case Studies](https://seemoredata.io/case-studies/)
- [News & Events](https://seemoredata.io/news-events/)
- [Privacy Notice](https://seemoredata.io/privacy-notice-2/)
- [Terms and Conditions](https://seemoredata.io/terms-and-conditions/)