Discover how much your data team can save using definity

Get a personalized savings estimate based on your unique data setup in just a few clicks!

See Potential Savings
1
Data Platforms
2
Spark Pipelines
3
Team
4
Revenue
5
Mission Critical
6
Observability
1
2
3
4
5
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 1 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

What are your primary data platforms?

Select all that apply.

Spark on-prem
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Spark in the cloud (e.g., over K8S)
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
AWS EMR
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Azure HDInsight
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Databricks
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
GCP Dataproc
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Other
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
* Please complete all required fields before proceeding.
Next
Data Platforms
2
Spark Pipelines
3
Team
4
Revenue
5
Mission Critical
6
Observability
2
3
4
5
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 2 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

How many Spark pipelines do you run?

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
*
Next
Data Platforms
Spark Pipelines
3
Team
4
Revenue
5
Mission Critical
6
Observability
3
4
5
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 3 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

How many Spark data engineers are in your org?

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
*
Next
Data Platforms
Spark Pipelines
Team
4
Revenue
5
Mission Critical
6
Observability
4
5
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 4 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

What is your annual revenue?

Less That $500M
$500M - $1.9B
$2B - $4.9B
$5B - $9.9B
More Than $10B
* Please complete all required fields before proceeding.
Next
Data Platforms
Spark Pipelines
Team
Revenue
5
Mission Critical
6
Observability
5
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 5 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

How mission-critical is your data?

Select the option that best describes how central data is to your business operation.

Low
Medium
High
* Please complete all required fields before proceeding.
LOW - some data use-cases and analytics
MEDIUM - significant data analytics, some product/operational use-cases
HIGH - data-driven products, significant ML/AI and data-centric operation
Next
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
6
Observability
6
Data Platforms
Spark Pipelines
Team
Revenue
Mission Critical
Observability
Step 6 Out of 6
Data Platform
Spark Pipelines
Team
Revenue
Data Criticality
Observability

How mature is your data & pipeline observability?

Select the option that best describes your org's maturity level

Low
Medium
High
* Please complete all required fields before proceeding.
LOW - no DQ / pipeline / performance monitoring, manual DQ checks, Spark UI focus
MEDIUM - some DQ / pipeline monitoring, in-house DQ tools, basic cloud cost monitoring
HIGH - automated DQ anomaly detection, 3rd party DQ / optimization tools
Next

Calculating...

1
Data Platforms
2
Spark Pipelines
3
Team
4
Revenue
5
Mission Critical
6
Observability

Potential Annual Savings Summary

Book a demo to unlock actionable insights and start capturing your savings potential today

Overall Potential Savings
Total Savings
$0
Book a Demo
Data Infra Waste
0
Total Cost
0
Estimated Waste
0
Recoverable Waste
Data Downtime Business Impact
0
Number of Incidents
0
Recoverable loss
Data Engineering Capacity Waste
0
Estimated Waste
0
Recoverable Waste
Potential Savings
$0
Waste
$0
Book a DemoView the full report
Book a Demo

Infra waste & potential savings

Cost Waste Recoverable Waste (cost savings)
Min Max Avg Min. Max. Avg.
Daily
$0
$0
$0
$0
$0
$0
$0
Monthly
$0
$0
$0
$0
$0
$0
$0
Annually
$0
$0
$0
$0
$0
$0
$0

Data incidents impact & potential savings

# of incidents Impact (before maturity & centrality) Impact (adjusted for maturity & centrality) Potential savings
Daily
$0
$0
$0
$0
Monthly
$0
$0
$0
$0
Annually
$0
$0
$0
$0

Data Engineering capacity waste

Effort (capacity) related to Data Ops Total capacity DataOps % (waste) of total Potential savings Savings % of total
Infra/platform Engineers Data Producer Engineers Total Engineers Total
# of engineers
0
0
0
0
Monthly
Effort (days) per engineer
0
$0
$0
Total effort (days)
0
$0
$0
$0
Total cost
0
$0
$0
$0
$0
$0
$0
Annually
Effort (days) per engineer
0
$0
$0
Total effort (days)
0
$0
$0
$0
Total cost
0
$0
$0
$0
$0
$0
$0