Data analytics

Transform Your Data Into a Trusted Business Asset

Modern organisations depend on data — but most struggle to trust it.

Our AI-Assisted Data Quality Assurance service combines intelligent automation, machine learning–driven anomaly detection, and rule-based validation to continuously test, monitor, and protect your data pipelines.

Think of it as automated testing for your data ecosystem.

We don’t just check if data exists.
We verify accuracy, consistency, completeness, and reliability — before it reaches decision-makers.

What We Deliver

1️⃣ Intelligent Data Testing Framework

Automated rule-based validations
Schema drift detection
Null, duplication, range & constraint checks
Business rule enforcement

2️⃣ AI-Powered Anomaly Detection

Statistical outlier detection
Pattern deviation alerts
Volume & distribution monitoring
Historical trend comparison

3️⃣ Continuous Monitoring

Pipeline health checks
Scheduled automated test runs
CI/CD integration (Azure DevOps / GitHub Actions)
Alerting & reporting dashboards

4️⃣ Root Cause & Impact Analysis

Data lineage tracking
Source system validation
Impacted report identification
Audit-ready documentation

Who This Is For

Data teams building modern analytics platforms
Enterprises using BI tools (e.g., Power BI, Tableau, Domo)
Organisations migrating to cloud data warehouses
Companies implementing dbt, Airflow, or automated pipelines

Our Service Packages

🟢 Starter – Data Quality Baseline

Best for: Small teams starting data governance

Includes:

Initial data health assessment
Up to 5 automated validation rules
Basic anomaly detection
Weekly monitoring report
30-day support

Outcome:
Clear visibility into data reliability and immediate issue detection.

🔵 Growth – Continuous Data Testing

Best for: Scaling data platforms

Includes:

Everything in Starter
10+ automated rules
AI anomaly detection engine
CI/CD pipeline integration
Near real-time alerts
Monthly executive summary
Data lineage mapping

Outcome:
Automated, continuous quality assurance embedded into your workflows.

Optional Add-On Services

Data migration quality validation
Dashboard validation testing
Regression testing for BI reports
Custom AI model coverage validation
Data quality playbook development
Team training workshops

Why Choose Us?

Unlike traditional rule-based data testing tools, we:

✔ Combine deterministic rules + AI detection
✔ Integrate into your DevOps pipelines (depending on systems)
✔ Focus on business-impact validation
✔ Provide executive-level reporting
✔ Customise to your domain-specific requirements

We don’t just monitor data.
We engineer trust into it.