Leaders in automated data testing and quality assurance, we’re transforming data management through innovative, dependable testing automation solutions.
Joined March 2024
- Tweets 494
- Following 699
- Followers 57
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367 Photos and videos
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4 Dec 2025
Trust drives every Life Sciences customer journey — and trust starts with data. Join @DatagapsTeam & @FocalCXM
and hear how clean, reliable data transforms commercial, medical & operational outcomes. Register: focalcxm.com/event/the-trust…
#LifeSciences #CustomerExperience #DataQuality
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Join @DatagapsTeam webinar at: hubs.la/Q0482v0W0
Migration success needs more than “green jobs.” Learn validation lifecycle layered reconciliation for predictable go-live. ✔ Practical steps; ✔ Clear metrics; ✔ Faster signoff.
#DataMigration #DataTesting #DataOps
ALT Register: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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Excited to welcome Sam C. Yoo as Head of Partnerships at @DatagapsTeam.
Sam will lead our partner ecosystem and expand solutions for ETL testing, BI validation, and data quality across Snowflake, Databricks & cloud platforms.
#Datagaps #Partnerships #DataOps #DataQuality
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Join @DatagapsTeam: hubs.la/Q0482v8y0.
Bring a practical toolkit: baseline profiles, domain tolerances, versioned rules, and KPI parity patterns.
Hands-on #DataMigration testing—not theory—built to reduce exceptions and speed signoff. #DataQuality #DigitalTransformation
ALT Register at: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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Green pipeline. Wrong dashboard. Job success ≠ data trust.
#Gartner highlights the shift to #DataObservability—end-to-end data health across pipelines & BI.
Stop monitoring jobs. Start validating data. hubs.ly/Q047TjkV0
@DatagapsTeam #DataOps #DataQuality
ALT Read Full Article: https://www.datagaps.com/blog/data-observability-tools-gartner-guide/
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hubs.ly/Q047TgH30
Set clear #migration thresholds—pass rates, defect leakage &coverage. Release when controls are green. No guesswork, just criteria-driven signoff. ✔ Audit-ready ✔ Fewer debates ✔ Consistent decisions
@DatagapsTeam #DataQuality #DigitalTransformation
ALT Save your seat today: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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Join @DatagapsTeam: hubs.ly/Q047T4JJ0 & set clear thresholds for #DataMigration #Testing—pass rates, defect leakage, & #Validation coverage.
Release only when controls are green, turning signoff into a criteria-driven decision.
#DataQuality #DigitalTransformation
ALT Register at: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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Join @DatagapsTeam: hubs.la/Q047Gw4c0
Use layered #Reconciliation to isolate issues fast—structure → content → KPI parity with tolerances. Know exactly what changed, where, and why.
✔ Faster root cause
✔ Defensible tolerances
✔ Repeatable results
ALT Register: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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What’s your biggest challenge in #DataMigration #Validation?
🔹 No early validation
🔹 Reconciliation gaps
🔹 Manual signoffs
🔹 Limited audit proof
Migration isn’t just moving data—it’s proving it’s right.
Where do you struggle most? Join: hubs.la/Q047w0BF0
@DatagapsTeam
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hubs.la/Q047vLn80
#SchemaDrift, datatype changes, rounding gaps &grain shifts often hit at go-live—when fixes are costly. Shift left with phased validation, mock runs & layered reconciliation. Fewer escalations. Predictable launches.@DatagapsTeam #DataMigration #DataQuality
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Register: hubs.la/Q047hHf90
#Migration isn’t a copy job—it’s a testing program. Learn how phased validation layered reconciliation turn go-live into a calm, auditable release.
✔ Phased validation
✔ Layered reconciliation
✔ Evidence-based signoff
@DatagapsTeam
ALT Register: https://www.airmeet.com/e/2bb89a00-00f2-11f1-996e-a15f4eb0c31d
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Green pipeline ≠ trusted data.
If dashboards break despite “successful” runs, monitoring isn’t enough.
#Gartner highlights the need for #DataOps #Observability #validation.
Stop trusting pipelines. Start validating outcomes. hubs.la/Q047hFhC0
@DatagapsTeam
ALT https://www.datagaps.com/blog/dataops-data-observability-trusted-data-pipelines/
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#DataQuality vs #DataObservability – same conversation, different focus. Quality ensures data is accurate & trustworthy. Observability ensures data are healthy & reliable.
Together -----> backbone of resilient #Data #Ecosystems.
hubs.la/Q046vNhs0
@DatagapsTeam
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6x ROI in #BIvalidation
7x ROI in #ETLtesting
41x ROI in #DataQualityMonitoring
A Fortune 100 financial services company cut migration testing by up to 60% while reducing TCO by 30%. Explore your potential ROI in a live walkthrough. hubs.la/Q046vKX80
@DatagapsTeam
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Join hubs.la/Q046bLVW0, see how leading teams avoid broken dashboards before they reach production.:
✔ No more conflicting KPIs
✔ Visual consistency across report versions
✔ Faster debugging during upgrades
✔ Dashboards that perform reliably under load
@DatagapsTeam
ALT Register: https://www.airmeet.com/e/00e0e3a0-00f2-11f1-b465-d14d8cb3ebe4
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Smarter Data. Faster Testing. Better #Observability.
Discover the newest capabilities in the #DatagapsDataOpsSuite:
---> GenAI-powered SQL generation
---> #BI stress testing
---> Kubernetes container support
hubs.la/Q046b-RK0
@DatagapsTeam
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Join hubs.la/Q046bSML0, we’ll show you how to detect these mismatches before reports reach stakeholders. When KPI values don’t match across dashboards, trust drops instantly — and BI teams take the blame. Learn to eliminate dashboard defects permanently. @DatagapsTeam
ALT Register: https://www.airmeet.com/e/00e0e3a0-00f2-11f1-b465-d14d8cb3ebe4
Join hubs.la/Q046bJx00, discover how automated #BIvalidation:
✔ Flags KPI mismatches automatically
✔ Prevents hidden logic errors
✔ Detects changes in visuals when filters/time ranges shift
✔ Improves reliability across reporting teams
@DatagapsTeam #Insights #DataTrust
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Join: hubs.la/Q045Zlsp0
See @DatagapsTeam #BIvalidator automates RegressionTesting, KPI comparisons, &performance checks across environments—keeping dashboards accurate &trustworthy.
Stop reacting. Start validating.
#BARC: Lack of trust remains a top barrier to BI adoption.
ALT Register: https://www.airmeet.com/e/00e0e3a0-00f2-11f1-b465-d14d8cb3ebe4
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#DataGovernance is key to reliable BI. Without it, KPI inconsistencies and reporting risks increase.
Platforms like @DatagapsTeam help automate #BIvalidation and keep dashboards accurate and audit-ready.
How important is governance in your BI validation strategy?
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Join hubs.la/Q045Y9MG0, &see how @DatagapsTeam #BIvalidator ensures KPI consistency across overlapping reports &environments.
#Accenture, strong data governance → better decision outcomes. Conflicting metrics across teams → leadership confusion. hubs.la/Q045Y9G70
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