Capabilities / Data Governance

The prerequisite for AI.
The foundation for trust.

Bad governance doesn't just create compliance risk. It makes AI unreliable, analytics untrustworthy, and data teams slow. We build governance that works with your systems, not against them.

Our Offerings

Data Governance Solutions

Data Catalogue & Metadata Management

Data nobody can find is data nobody uses.

We implement catalogues that become the single pane of glass for your entire data estate.

What we deliver:
  • Catalogue platform selection & setup
  • Automated metadata extraction
  • Business glossary development
  • Data stewardship workflows
  • Search & discovery optimisation

Data Quality Frameworks

Bad data in, bad decisions out.

We build automated quality checks that validate data at every stage, before it reaches dashboards, models, or agents.

What we deliver:
  • Quality rule definition
  • Automated testing pipelines
  • Quality scorecards & dashboards
  • Anomaly detection
  • Incident response workflows

Data Lineage & Impact Analysis

Every number has a history.

We make it visible from the source system to the boardroom dashboard.

What we deliver:
  • Column-level lineage tracking
  • Impact analysis tooling
  • Change management workflows
  • Visual lineage graphs
  • Automated documentation

PII Detection & Compliance

Compliance is built in from day one.

Not retrofitted when the auditor arrives. We ensure your data remains secure and compliant.

What we deliver:
  • Automated PII scanning
  • Classification taxonomies
  • Masking & anonymisation
  • Consent management integration
  • Audit trail generation

Master Data Management

Six systems, six definitions of "customer".

We fix that, with one golden record, reconciled across every source.

What we deliver:
  • Entity resolution
  • Golden record creation
  • Cross-system synchronisation
  • Merge/purge workflows
  • Data stewardship tools

Access Control & Security

The right data, to the right people, at the right time.

Nothing more, nothing less.

What we deliver:
  • Role-based access control
  • Column & row-level security
  • Dynamic data masking
  • Access request workflows
  • Audit logging

Data Observability

Your pipeline broke. Your users found out first.

We fix that order of events, monitoring that catches issues before they reach anyone downstream.

What we deliver:
  • Freshness monitoring
  • Volume anomaly detection
  • Schema change alerts
  • SLA tracking & reporting
  • Root cause analysis tools
Tech Stack

Tools & Technologies

DataHub Monte Carlo Apache Atlas AWS Lake Formation dbt Tests OpenMetadata
What Sets Us Apart

Expertise Built on Global Scale

01

Governance as infrastructure, not a checkbox.

Every pipeline we ship has quality tests, lineage tracking, and access control designed in from day one — not retrofitted after an audit finding.

02

One catalogue, the full estate.

Warehouses, lakes, BI tools, notebooks, APIs, and ML models — all in the same catalogue, with column-level lineage and ownership that actually holds up.

03

Quality tests that fail loudly.

Hundreds of automated quality rules running across client pipelines — catching drift, nulls, schema changes, and volume anomalies before they reach a dashboard.

04

Privacy built for Indian and global regimes.

DPDP, GDPR, HIPAA, and sector-specific frameworks — with PII classification, masking, and consent workflows deployed in production.

05

Ready for AI, not just BI.

Governed metadata is what lets LLMs and agents reason over your data safely. Every catalogue, lineage graph, and access control we deploy is queryable by machines, not just humans.

06

Clean handover, always.

Zero proprietary frameworks. Zero black boxes. Your team owns every rule, every definition, every workflow the day we leave.

Ready to scale?
Let's talk about where your data governance has gaps.
Book a 30-minute diagnostic call — we'll assess where your data estate stands and what it would take to make it AI-ready.