Automated Data Reconciliation

Monitor the data. Not the data loads or jobs.
Data load or job statuses don’t catch the issues nor tell the whole story. The best way to ensure data is to reconcile data with source or compare data in your target with historical trends.
CHALLENGE
SOLUTION
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Manual Reconciliation
100’s hours of manpower spent on reconciling data between source and target
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Automatic Reconciliation
Automate data reconciliation and save human labor
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Limited human resource
Now able to reconcile everything everyday
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Let AI and ML do the job
100’s (what about 1000’s) of data reconciliation on daily basis
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Not able to reconcile frequently
Manual reconciliation is hard and time taking, so can’t be done frequently
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Reconcile as many time as your ETL runs
Integrate reconciliation process into your daily ETL runs
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Reconciliation History Is Not Available
Reconciling using excel is never easy, tracking history is even hard
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Keep All Reconciliation History For Future Use
Store and access all reconciliation history in one place and trace it as necessary
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Teach Every Person How to Reconcile
As people change role, it become difficult to teach each person on what and how to reconcile
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AI and ML Learns Itself
Automated AI and ML reconciles itself and learns the pattern
Data Reconciliation Between Multiple Source Systems and Analytics Platform
CREATE TRUST AND CONFIDENCE IN YOUR DATA
4DAlert allows you to customize alert criteria and matching conditions to reconcile data between multiple source systems and target systems and deliver alerts to predefined owners when data goes out of sync beyond a certain threshold.
CONNECT TO MULTIPLE SOURCE SYSTEMS
CREATE MULTIPLE USER DEFINED CRITERIA FOR DATA RECONCILIATION
CHECK DATA ACCURACY BASED ON ROW COUNT OR VALUE
SOLUTION AVAILABLE FOR BOTH ON PREMISE AND CLOUD SYSTEMS
Connect to Multiple Source Systems built using diverse technologies
Reconcile data from multiple source systems automatically at regular interval
Why waste hundreds of hours of manual effort on data reconciliation if there is an automated option?
With reconciliation still, a labor-intensive process, especially when your analytics platform gets fed from multiple source systems within your landscape and data load happen at a higher frequency, 4DAlert allows you fully automate data reconciliation between multiple source systems and your analytics platform. Most important is a data steward or power user or member of the BI team, you define what to reconcile and when to reconcile, and 4DAlert does the rest.


Create Multiple User Defined Criteria and Data Segments For Source and Target Systems
Dealing, with billions of rows? Not possible to reconcile everything always. No issues.
4DAlert solution allows data stewards, power users, and the IT team to customize criteria and define segments that are most important for the business. Solutions scans datasets automatically detect anomalies as they cross a certain threshold and alert owners as necessary.