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SymphonyRM Produces Breakthrough ML Models

SymphonyRM helps healthcare organizations by delivering key data insights. Learn how they used Prefect Cloud to achieve a 99% reduction in model development time.

I used the parallelized hyper-parameter tuning (incredible) to run about 350 experiments in 30 minutes, which normally would have taken 2 days.

Andrew Waterman

Data Scientist | SymphonyRM

By cutting our machine learning experiment time from 2 days to 30 minutes we had a huge gain in the number of experiments we could run each day. By allowing us to iterate faster, we could quickly experiment with more machine learning approaches, which ultimately got us to production ready models very quickly.

Joe Schmid

CTO | SymphonyRM

As a vendor to covered entities under HIPAA, security and compliance are huge issues for us. Prefect’s hybrid execution model was key to being able to run with Cloud while none of our client data left our infrastructure.

Joe Schmid

CTO | SymphonyRM

99%

Efficiency

"Cut our machine learning experiment time from 2 days to 30 minutes."

350

Parallel Experiments

"I ran 350 experiments in 30 minutes, which normally would have taken 2 days."

Clearcover Reduces Time-to-Insights by Orchestrating Workflows with Prefect

Clearcover's focus on innovative engineering practices provide smarter car insurance choices to consumers.

We context-switched to Prefect, got into Prefect Cloud as early adopters. We have definitely gotten the return on our investment. All aspects of our data organization use Prefect for scheduling data workflows. Prefect is now how we write these data applications and people expect to start there for anything new.

Braun Reyes

Lead Data Engineer | Clearcover

Saving us days on DAG design vs. Airflow

Braun Reyes

Lead Data Engineer | Clearcover

We were able to use AWS ECS Fargate as our agent and flow execution environment to limit our total cost of ownership on the infrastructure side. It was a huge success and has really enabled our data user to do much more than just waiting on Data Engineering, which was the ultimate goal.

Braun Reyes

Lead Data Engineer | Clearcover

DAYS

SAVED

"Saving us days on DAG design versus Airflow."

ROI

Achieved

"We have definitely gotten the return on our investment."

Slate Data Transforms its Business Model with Prefect Cloud

Slate Data provides data engineering services to reinvigorate data-driven business decisions by modernizing data tech stacks and empowering industry-specific data scientists.

We call Prefect our secret sauce. We can now enter other industries at an unlimited capacity.

George Coyne

Head of Engineering | Slate

Prefect, for us, has changed how we position our company and our roadmap. We shifted hard from a dashboard company (with a relentless cycle of never being done) to a modern, clean engineering company.

Anthony Head

CEO | Slate

Prefect Cloud is worth 3 full-time engineers.

Anthony Head

CEO | Slate

1700x

Productivity

"What used to take a full team 2 weeks now takes one person 12 minutes."

$2 million

In Value

"Making [the data aggregation + analysis process] 1% better was worth $2 million."