Data Observability

Accurate, governed data through the power of AI 

Overview

From data chaos to governed clarity

CIOs, CTOs, and CDOs rely on QK Tech’s proprietary testing frameworks with Datagaps DQ+ and Metadata+ to monitor freshness, trace lineage, detect schema drift, and enforce governance.  

With always-on alerts and automated compliance, we prevent silent pipeline failures that erode trust and compliance, freeing teams from firefighting so they can deliver insights. Gain full visibility across Snowflake, BigQuery, dbt, and more, so they’re always trusted, traceable, and ready for action.

Thought Leadership

See Results in What Matters

Focus areas

Building trust with intelligent observability

Real-Time Data Observability across pipelines

Our AI-led observability monitors freshness, volume, schema drift, and anomalies in real time.  

With Datagaps DQ+, we provide visibility into billions of records with sub-second latency, flagging pipeline issues before they reach business users. We prevent silent failures and ensure your data remains accurate and decision ready. 

End-to-End Lineage & Impact Analysis

We visualize your entire analytics journey from source to dashboard, making upstream changes and downstream impacts easy to track across reports, models, and decisions.  

With Datagaps Metadata+ and Lineage Graph, we accelerate root cause analysis and boost confidence in outcomes. Smooth integration with Power BI and Looker enables traceable, transparent insight flows for smarter journey analytics. 

Embedded quality rules & Self-Healing Checks

Define and enforce data quality rules directly within your pipelines to flag inconsistencies, trigger alerts, and kick off remediation with auto anomaly detection and profiling. 

Turn policy into action with embedded quality contracts, powered by custom test frameworks, rule-based logic, and the Datagaps Observability engine, that reduce data issues by up to 80%. 

Built-in governance & compliance

Extend observability to cover access control, masking, and compliance across on-prem and cloud assets. With automated reporting, audit trails, and lifecycle management, governance becomes real-time, actionable, and not just a checkbox.  

Stay continuously compliant with GDPR, HIPAA, and CCPA through automated controls and retention policies. 

Features

Pick a feature or go full suite

1

Fast setup with QualityKiosk’s test accelerators

2

Lightweight agents for fast, low-latency checks

3

Smart ML-driven anomaly prevention

4

Dashboards tailored by role

5

Role-based secure workflows & CI/CD-ready APIs

6

Rapid lineage population for RCA

Customer Benefits

25 years of outcomes you can count on

Timely insights with over

99%

data freshness

Reliable decisions with

95%+

data completeness

Accurate outcomes with

99%

data precision

Consistent performance with

99%

data stability

40%

drop in manual testing with automation accelerators

Proactive ops for higher data team productivity

Global Life Insurance Giant Achieves Seamless eBaoTech Migration with QualityKiosk’s GenAI-Driven Data Validation

Global Life Insurance Giant Achieves Seamless eBaoTech Migration with QualityKiosk’s GenAI-Driven Data Validation

SUCCESS STORIES

Challenges we’ve solved for our clients

Inputs Awaited

Inputs Awaited

SUCCESS STORIES

Challenges we’ve met

Global Life Insurance Giant Achieves Seamless eBaoTech Migration with QualityKiosk’s GenAI-Driven Data Validation

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