edgeCore.ai Ensures
Data.
Prevent data issues before they impact your business with real-time observability, anomaly detection, and lineage tracing.
Key Challenges Impacting Quick Decision Making
Timeliness
Is the data updated when it is expected to be?
Quality
Is the data as it is expected to be?
Multiple perspectives on Information
Can different users view the same data from the lens of their specific context?.
Domino Effect of Change
Are all the impacted data streams reliably updated?
Avoid raising false alarms
How should adverse events be differentiated?
Need for a Data Observability Solution
Are there
any issues?
What & Where
are the issues?
Can we detect these issues closer
to the event?
Can we arrest
the propogation?
How Does edgeCore.ai work?
edgeCore.ai is a cloud-agnostic, lightweight data observability solution that seamlessly monitors your data pipelines and flags inconsistencies in real-time as well as offline, ensuring faster and more accurate decision-making.
Plug into your data stack (Snowflake, BigQuery, S3, etc.)- Configure customisable rules to detect issues
- Receive real-time alerts and trace anomalies to source
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, Snowflake, and more.
Schema Changes
- Identifies & notifies on changes in table structures, such as column additions, deletions, or modifications
Schema Drifts? You’re the first to know
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
- We not only trace back origin of the anomaly but also pinpoint the to the lowest level that caused them.
‘Anomaly? We provide full insights into its identity, nature, and source’
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 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 with customisable rules , contributing to faster resolution and smart decisions.
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.
Our Mission
We envision a world where decision makers never have to second-guess their data.
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Please register with your information below and someone on our team will reach out to set up time for a demo. We can also help sign you up for a free trial to play around with the platform.