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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant
Services/Data Engineering/Data Governance

Governance that engineers actually follow.

Lineage tracking, access control, quality frameworks, compliance. We build governance that lives in your pipelines and tools — not in 200-page policy documents nobody reads. Automated, enforceable, and transparent.

100%

Data lineage coverage

95%

PII detection accuracy

< 4 wks

GDPR/HIPAA compliance gap closure

60%

Fewer data access requests to engineering

What we build

Governance that works in practice.

Data lineage & catalog

Track where every piece of data comes from, how it transforms, and where it goes. Searchable data catalog that helps analysts find trusted datasets without asking engineering.

Access control & PII masking

Role-based access control at the column level. Automated PII detection and masking. Data consumers get exactly the access they need — no more, no less.

Quality framework

Great Expectations, Soda, or custom validators baked into every pipeline. Data quality rules that run automatically, alert on violations, and block bad data from reaching consumers.

Compliance (GDPR, HIPAA, SOC 2)

Automated compliance checks built into your data platform. Data retention policies, right-to-delete workflows, audit trails, and encryption — enforced by code, not by policy documents.

Data discovery

Self-serve data catalog where analysts and data scientists can find, understand, and trust datasets. Documentation, profiling stats, ownership, and freshness — all in one place.

Policy as code

Governance policies implemented as code in your CI/CD pipeline. Schema changes get reviewed, access grants are auditable, and compliance violations are caught before deployment.

Sound familiar?

Governance problems we solve every engagement.

We failed a SOC 2 audit because we can't prove who accessed what data.

We implement column-level access control, audit logging, and automated access reviews. Every data access is tracked, every grant is justified, and your next audit is a formality.

Our analysts spend more time finding data than analyzing it.

We build a data catalog with automated profiling, documentation, and lineage. Analysts search, preview, and trust datasets in minutes. No more Slack messages asking "where's the revenue table?"

We have PII in 47 tables and no idea where all of it is.

We run automated PII scanners across your entire data platform, classify every column, and implement masking policies. Sensitive data is protected by default. New tables get scanned automatically.

Tech stack

Tools we use in production.

Atlan
DataHub
OpenMetadata
Monte Carlo
Great Expectations
Soda
Apache Atlas
Collibra
Alation
HashiCorp Vault
AWS IAM
Azure AD
Open Policy Agent
Terraform
dbt
Snowflake RBAC
BigQuery IAM
Databricks Unity Catalog

Ready to build

Let's build governance that scales.

45 minutes with our data governance specialists. We'll assess your compliance gaps, audit your access patterns, and design a governance framework your team will actually use.