Preventual.ai Enables
Decision Assurance.

On-premise deployment ensuring data privacy

• We bring observability to your environment - no data leaves your network.
• On-premise or cloud-native, our solution deploys directly in your environment - ensuring full data privacy while seamlessly deploying across platforms like AWS, Azure, Google Cloud, Oracle and more.

Schema Changes

Schema Drifts? You’re the first to know



• Identifies & notifies on changes in table structures, such as column additions, deletions, or modifications

Taxonomy Changes

• Detects and flags taxonomical or naming changes in your data
• Whether it's 'USA' becoming 'United States of America', our platform highlights evolving definitions to ensure consistency and traceability.

Fine-Grained Error Detection

‘Anomaly? We provide full insights into its identity, nature, and source’



• We not only trace back origin of the anomaly but also pinpoint the to the lowest level that caused them.

RCA for Anomalies

• Identify the exact table/column responsible for anomalies & highlights affected upstream/downstream dependencies and it’s associated rules.

End-to-End Data Lineage Visualization

• Maps data dependencies across tables and columns to understand the impact of anomaly detected.
• Our platform enables to trace the origin of the anomaly on not only table level but on columnar level

Precise anomaly identification

• Configure default hierarchies at the org level ( eg.,Time, Location, and Product)
• This ensures consistent anomaly detection without the need for manual setup per dataset.
• Enables multi-dimensional anomaly detection by comparing trends across datasets (e.g., spike in Product A sales at Location X vs. historical trends)

Customizable rules, real-time alerts for both business & data needs

• Uncover issues before they escalate (Ex: Count of null greater than 5% of the total in column Product ID?)
• Stay ahead, with instant alerts triggered by customizable rules, contributing to faster resolution and smart decisions.

AI Rule Builder: Describe the rule, We’ll validate and enforce it into the platform

• Simplify rule creation with an AI-powered chatbot. Simply describe your monitoring requirement, review the AI-generated rule, make any necessary adjustments, and add it to your rule catalogue.

APIs for alert notifications via Slack, teams, google workspace and more

• From anomaly to action - get notified on Slack, Teams, and beyond.
• Data downtime can be expensive. Deliver real time alerts via Slack, Teams, and Google Chat with full control over who gets notified and how often.

Observing Data In Motion

• The platform validates every data load in real time by applying configurable quality rules across transformation and task outputs throughout the pipeline. It proactively alerts the right stakeholders the moment an issue is detected, eliminating the need to wait for full pipeline completion.
• This enables faster detection and resolution, significantly reducing MTTD and MTTR and ensuring every downstream task, application, analytics workload, and AI process operates on trustworthy and reliable data.