Service

Data Governance

Audit-ready data pipelines and AI safety evaluation for institutional clients.

We design and implement data governance frameworks, quality pipelines, and AI evaluation protocols for government departments and enterprise clients. This work is led by practitioners on our Ladder C track (Data & Quality Engineering) and our AI Evaluation & Safety Engineers — ensuring that AI systems deployed in civic and agricultural contexts are tested, documented, and auditable.

This service is delivered by Ladder C practitioners (Data & Quality Engineering) and includes AI Evaluation & Safety Engineering — assessing model outputs for bias, accuracy, and safety before deployment in government or institutional contexts.

What you receive

  • Data governance framework document: ownership, lineage, quality standards
  • Automated data quality pipeline with alert thresholds and error reporting
  • AI model evaluation report: bias audit, safety assessment, performance benchmarks
  • Data handling documentation aligned to GDPR and Indian data protection standards
  • Staff training session on data stewardship and quality standards

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