Unravel Accelerates DataOps Time to Value.  Learn how.

Platform Overview

AI-Powered DataOps Observability Platform

Full-stack visibility. Self-service optimization. Automated governance.

UNRAVEL DATAOPS OBSERVABILITY PLATFORM

"Beyond Observability" for Data Teams

The Unravel platform harnesses full-stack visibility, contextual awareness, AI-powered intelligence, and automation to go “beyond observability”—to not only show you what’s going on and why, but tell you exactly how to make things better and then keep them that way proactively. For every member of your data team. Watch How Unravel Works

CONTEXTUALIZED METADATA

Auto-discovery and metadata capture

Get the details data teams need. Unravel automatically and continuously discovers everything you have running, extracting millions of contextualized granular details from logs, traces, metrics, events and other metadata across your entire data stack—horizontally and vertically—from the application down to infrastructure and everything in between.

CORRELATED DATA MODEL

Single pane of glass for single source of truth

Unravel correlates the granular details to build a dynamic data model that connects the dots to provide a holistic view of how everything works together. A single unified “mission control” view gets everyone on the data team on the same page to tackle performance, cost, and data quality issues.

  • Unified correlation designed specifically for data teams
  • Understand all interrelationships: degree of parallelism, resource contention, dependencies, lineage
  • One-click drill-down into configuration, code, containers, resource usage, cost, data tables, quality checks
  • Advanced controls to manage access to dashboards, detail pages, and underlying data based on assigned roles
  • Built-in dashboards and reports provide at-a-glance summaries and can be customized to give each data team member the insights they need to take action
ACTIONABLE INTELLIGENCE

Automated analysis and prescriptive AI recommendations

Go beyond correlation, to causation. Unravel doesn’t just show you what's going on and why, we tell you exactly how to fix things. AI and machine learning algorithms analyze millions of details in context to detect anomalous behavior in real time, pinpoint root causes in milliseconds, and automatically provide prescriptive recommendations on where and how to change configurations, containers, code, resource allocations, etc.

  • One-of-a-kind AI-powered optimization recommendations
  • Continuous analysis of jobs, pipelines, clusters, infrastructure, datasets, and more
  • Anomaly detection designed specifically for dynamic data environments
  • UI and API access to recommendations for clusters, jobs, applications and more
AUTOMATED GOVERNANCE

Proactive guardrails, governance, self-service

Go from reactive to proactive. Unravel empowers you to preemptively snuff out problems, keep things on track, uphold iterative improvements, and accelerate at scale. Automated guardrails and governance rules trigger alerts when violated—you can even have Unravel take autonomous corrective actions on your behalf. AI recommendations empower junior engineers and non-experts to make expert-level optimizations confidently on their own.

  • Automated guardrails for a wide variety of parameters (size, job length, cost)
  • Proactive smart alerts via Jira, Slack, PagerDuty for missed SLAs, usage policy/guardrail violations, impact on dependencies
  • All jobs with AI optimization recommendations indexed in one place for everyone

Observability, intelligence & automation throughout the modern data stack

Unravel tackles your biggest headaches

Advanced Cost Governance

Understand, optimize and actively govern your costs

Get Cloud Spending Under Control

AI-enabled cost governance identifies where you’re spending more than you have to (and how to fix it), with guardrails to proactively manage costs and prevent budget overruns.

  • Allocate costs with pinpoint precision
  • Preemptively prevent budget overruns
  • Nip cost overruns in the bud

AI-Enabled Optimization

Optimize for performance and cost before you deploy

Enable Self-Service Tuning

Automated AI recommendations eliminate trial-and-error tuning. Unravel cuts to the chase to tell you exactly how to change code or configurations for better performance and cost.

  • See all performance details in one place
  • Optimize 100s (or 1000s) of jobs automatically
  • Optimize cloud costs at the cluster level

Automated Troubleshooting

Less effort, more problem-solving—faster, easier

Reduce Firefighting & Accelerate MTTR

No more spending hours (or days) doing time-consuming manual detective work. Unravel’s automated root cause analysis pinpoints why jobs fail or where pipelines are bottlenecked.

  • Diagnose why jobs failed in minutes, not hours
  • Pinpoint pipeline problems automatically
  • Drill into details down to individual lines of code

FLEXIBLE DATA QUALITY

Automatically correlate external data quality checks with AI-driven insights

Move fast to triage quality issues

Unravel integrates data quality check results from other tools, correlates all data details into a workload-aware context, and applies AI analysis for automated insights.

  • Drill down into all data details from single unified view
  • Understand the upstream/downstream impact in seconds
  • Apply automated circuit-breaker guardrails

Cloud Migration IQ

Avoid landmines and setbacks before, during, and after migration

Migrate on schedule & under budget

Avoid migration setbacks and cost overruns. Unravel’s deep intelligence and automation enables confident, data-driven decisions before, during and after your move to the cloud.

  • Map workloads and calculate costs in seconds
  • Discover & visualize clusters automatically
  • Avoid tuning/replatforming delays

Understand, optimize and actively govern your costs

Get Cloud Spending Under Control

AI-enabled cost governance identifies where you’re spending more than you have to (and how to fix it), with guardrails to proactively manage costs and prevent budget overruns.

  • Allocate costs with pinpoint precision
  • Preemptively prevent budget overruns
  • Nip cost overruns in the bud

Optimize for performance and cost before you deploy

Enable Self-Service Tuning

Automated AI recommendations eliminate trial-and-error tuning. Unravel cuts to the chase to tell you exactly how to change code or configurations for better performance and cost.

  • See all performance details in one place
  • Optimize 100s (or 1000s) of jobs automatically
  • Optimize cloud costs at the cluster level

Less effort, more problem-solving—faster, easier

Reduce Firefighting & Accelerate MTTR

No more spending hours (or days) doing time-consuming manual detective work. Unravel’s automated root cause analysis pinpoints why jobs fail or where pipelines are bottlenecked.

  • Diagnose why jobs failed in minutes, not hours
  • Pinpoint pipeline problems automatically
  • Drill into details down to individual lines of code

Automatically correlate external data quality checks with AI-driven insights

Move fast to triage quality issues

Unravel integrates data quality check results from other tools, correlates all data details into a workload-aware context, and applies AI analysis for automated insights.

  • Drill down into all data details from single unified view
  • Understand the upstream/downstream impact in seconds
  • Apply automated circuit-breaker guardrails

Avoid landmines and setbacks before, during, and after migration

Migrate on schedule & under budget

Avoid migration setbacks and cost overruns. Unravel’s deep intelligence and automation enables confident, data-driven decisions before, during and after your move to the cloud.

  • Map workloads and calculate costs in seconds
  • Discover & visualize clusters automatically
  • Avoid tuning/replatforming delays

We support the technologies DataOps teams rely on

Commonly asked questions

What type of data does Unravel collect?

We only collect metadata and performance data from the data application jobs themselves. We do not have access to the data stored in your data lake and other databases, and that data is not and cannot be shared with Unravel.

Does Unravel send data back to my data warehouse, data lake, lakehouse?

Unravel software can be deployed anywhere, on-premise platforms or cloud platforms, in single-cluster or multi-cluster deployments. Unravel currently supports all major cloud and on-prem platforms, including Databricks, Amazon EMR, BigQuery, Dataproc, Snowflake, Cloudera, and MapR.

Check out our Compatibility Matrix for specific platform versions.

How does Unravel ensure security?

Unravel is committed to security and focused on keeping our clients and their data safe. The solution designed by Unravel manages customer data based on the five SOC trust services criteria — security, availability, processing integrity, confidentiality, and privacy. We use TLS encryption, the same standard used by secure websites, to secure data in transit. Unravel is SOC 2-compliant, and has earned a Service Organization Control (SOC) 2, Type II certification.

Is the Unravel DataOps observability platform right for me?

Unravel’s DataOps observability is perfect for data-driven enterprises looking to improve their DataOps and derive value from data faster, more reliably, and at lower cost. If your organization depends on the analytics from complex data pipelines handling large volumes of data across a complex modern data stack, Unravel is for you.

Where is Unravel hosted?

Unravel is deployed in your VPC or your choice of cloud—nothing leaves your environment.

Does Unravel require additional compute resources?

Unravel’s lightweight and agentless adaptive data collection process uses native APIs and sensors to non-intrusively gather intelligence which is negligible—usually under 1%..

OBSERVABILITY DESIGNED FOR DATA TEAMS

Performance. Cost. Data Quality. Pick Three.