SECURITY  &  GOVERNANCE

Secure and govern your data at every stage

Build trust in your data from ingestion to AI outcomes. LakeStack ensures your data is secure, compliant, and fully governed across its entire lifecycle, so you can move faster without compromising control.

THE CHALLENGE

Data access grows faster than control

Governance gaps compound with every new pipeline, team, and data source you add.

Sensitive data moves unprotected

PII, financial records, and regulated data traverse pipelines without masking, anonymization, or encryption. Every hop is an exposure risk.

Access policies lag behind access reality

Teams accumulate permissions over time. Without granular controls and audit trails, nobody knows who accessed what, or when, until an incident forces the question.

Lineage is invisible, quality is assumed

When data moves without tracked lineage, issues compound silently. By the time a quality problem reaches a dashboard or an AI model, tracing it back to the source takes days, not minutes.

HOW IT WORKS

Governance embedded at every stage of the data lifecycle

LakeStack does not bolt security on at the end. It is woven through every stage, from the first byte to final output.

Identify
Classify and tag data at entry. Sensitivity labels are applied before anything moves.
Protect
PII masking, field-level encryption, and anonymization run automatically in the pipeline.
Control
Role-based and attribute-based access policies govern who sees what, enforced centrally.
Audit
Every access, transformation, and movement is logged. Full lineage from source to consumption.
Validate
Quality rules are enforced at every checkpoint. No bad data reaches analytics or AI.
CORE CAPABILITIES

Built-in governance without slowing down teams

Metadata management

Centralize data discovery with an automated catalog that indexes every asset. LakeStack provides the necessary context and searchability to turn raw data into an organized, accessible resource for the entire organization.

Policy enforcement

Automate governance by embedding security logic directly into your data workflows. LakeStack ensures every interaction remains compliant with internal rules and global regulations in real time, removing the need for manual oversight.

Lineage tracking

Gain end-to-end visibility into the lifecycle of your data. Map every dependency and transformation from source to destination, allowing teams to troubleshoot pipelines instantly and provide auditors with an unbreakable audit trail.

Role-based access control

Secure your environment with granular, least-privileged access. Define precise permissions across the platform to protect sensitive information while ensuring teams have the specific data they need without administrative friction.

INDUSTRY CONTEXT

What governance looks like in your sector

Compliance requirements differ by industry. The governance capability underneath stays consistent.

Healthcare

Patient data flows across EHR, billing, and scheduling systems. LakeStack applies field-level masking to PHI, enforces role-based access across clinical and administrative teams, and maintains full audit logs for every data access event. When regulators ask, the documentation is already there.

Compliance requirement: HIPAA, state privacy laws, audit readiness
Software companies

User behavioral data and product telemetry carry consent obligations. LakeStack enforces data residency rules, applies PII anonymization before data enters analytical pipelines, and tracks every downstream use, so privacy commitments made at signup are actually honored in the data layer.

Compliance requirement: GDPR, CCPA, SOC 2, data residency obligations
Manufacturing

OT and IT data streams from factory floors carry sensitivity requirements that are often ignored. LakeStack governs access to production data across plants and partner systems, maintains chain-of-custody lineage for quality and traceability reporting, and ensures supplier data sharing stays within contractual boundaries.

Compliance requirement: ISO standards, supply chain traceability, cross-border data rules
Logistics

Shipment, fleet, and partner data crosses legal jurisdictions with different retention and access rules. LakeStack applies location-aware data policies, restricts carrier data to contractually permitted uses, and provides the audit trail needed when customs or compliance questions arise.

Compliance requirement: customs data regulations, carrier data agreements, cross-border movement rules
Customer impact

Proven business impact

Browse all customer stories

Discover how leading organizations use LakeStack to transform fragmented data sources into governed, high-impact business assets.

About Client
AFG.tech operates a multi-location dealership platform, with core data spread across CRM, workshop, and invoicing systems.
As the platform scaled, data remained siloed and inconsistently structured. Reporting depended on manual effort and custom pipelines, making it difficult to get a reliable, real-time view of operations across dealerships.
9-12
months of engineering effort avoided.
80%
reduction in ingestion and reporting workload.
AFG.tech replaced fragmented, pipeline-heavy data workflows with a unified, governed lakehouse, enabling real-time access to consistent, query-ready data across all dealerships.
View case study
About Client
Kior Healthcare operates across multiple clinical systems, with data spread across lab systems, ERP, bookings, imaging, and unstructured sources like PDFs and clinician notes.
As data volume and formats grew, teams relied on manual data preparation and file handling, making it difficult to access timely, reliable information for both clinical and operational decisions.
80%
reduction in manual data prep and file processing
70%
faster clinician and operational visibility
KIOR Healthcare logo with stylized letters and circular design elements in light blue.
Kior Healthcare replaced fragmented, file-heavy data workflows with a unified, governed lakehouse, bringing structured and unstructured clinical data into a single, query-ready foundation.
View case study
WHAT COMES NEXT

Build on a secure data foundation

Activations
Push governed data into business tools with full access control. Every activation carries the same governance guarantees as the source.
Activate data
Intelligence
Use trusted, governed data to power analytics and AI. When the foundation is right, dashboards and models can be trusted from the moment they go live.
Unlock insights

Frequently asked questions

How does LakeStack control data access?

LakeStack provides centralized access control with role-based and attribute-based policies that define who can view, modify, or move data across pipelines. Policies are enforced consistently, not interpreted differently by each tool in the stack. Only authorized users can interact with sensitive data, and every interaction is logged.

Can we enforce governance policies across all data pipelines?

Yes. Governance policies are defined once and applied consistently across all workflows. You do not need separate enforcement mechanisms for each pipeline or environment. The same rule that applies at ingestion applies through transformation, activation, and downstream use.

How does LakeStack help with compliance?

LakeStack maintains compliance by controlling and auditing data access, usage, and movement at every stage. Data retention periods, usage tracking, and policy enforcement are built into the platform and aligned with evolving regulatory requirements, including HIPAA, GDPR, SOX, and SOC 2.

Do we get visibility into data usage?

Yes. LakeStack provides full visibility into how data flows across systems, including end-to-end lineage tracking and detailed audit logs. You can identify where data came from, where it went, who accessed it, and what changed along the way, which is exactly what regulators and auditors ask for.

Will governance slow down our teams?

No. Governance is embedded directly into the platform, which means teams access and use data through governed paths without additional steps or friction. The access control layer is invisible to authorized users and protective against unauthorized ones.

Built by an AWS-recognized partner who solves complex data challenges at enterprise scale

Applify holds AWS competencies across various specializations, reflecting deep technical expertise and a proven track record in regulated, high-complexity environments.

  • 12+ years building production systems on AWS
  • 100+ AWS certifications across the team
  • 6 AWS Competencies and 9 AWS Service Validations
  • 500+ SMBs served across the globe
AWS Partner of the Year winner badge for 2024 with a hexagonal shape and a gradient banner.
As featured in leading publications and top industry media

Your data deserves better than hope and best efforts.

LakeStack embeds security and governance into every pipeline so your teams move fast and your data stays safe, compliant, and trustworthy all the way to AI.