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Data Strategy & Governance

Build data foundations that unlock scalable AI and analytics

Most enterprises know data's value but struggle to make it usable and reliable. Devkraft builds modern data foundations that support analytics, AI, and decision-making with trust and clarity.

Talk to Devkraft’s Data Strategy Team

Our Suite of services

Enterprise Data Strategy & Roadmapping
Master Data Management (MDM)
Data Governance Frameworks & Compliance Alignment
Modern Data Architecture Design
Data Quality, Cataloging & Lineage
Data Security, Access Controls & Policy Enforcement

Data Governance Frameworks & Compliance Alignment
Enterprise Data Strategy & Roadmapping
Data Quality, Cataloging & Lineage
Data Security, Access Controls & Policy Enforcement
Master Data Management (MDM)
Modern Data Architecture Design

The problem most companies run into

Siloed or fragmented data stores

Inconsistent definitions, formats, and ownership

Unclear lineage, no catalog, poor visibility

Slow data access and unreliable pipelines

Compliance gaps and security blind spots

Analytics teams constantly fixing data instead of using it

The Result ?

Decisions based on incomplete data, stalled AI projects, and rising operational risk.

How Devkraft helps you

Get a data foundation that finally matches your organization's ambitions.

4–6 week data strategy definition instead of months

End-to-end responsibility across architecture, governance, pipelines, and policies

Data reliability improvements of 60%+ through quality and ownership frameworks

Enterprise-grade governance aligned with GDPR, HIPAA, ISO, SOC, and internal controls

Deep embedding with your business, analytics, security, and engineering teams

How we solve it ,
our end-to-end approach

Our approach is built on one belief: strong data systems are engineered, not documented.

Talk to Devkraft’s Data Strategy Team

We understand your landscape

We start by mapping your current data sources, systems, processes, ownership structures, and gaps. This helps us align your business goals with the technical realities and constraints.

1

We understand your landscape

We start by mapping your current data sources, systems, processes, ownership structures, and gaps. This helps us align your business goals with the technical realities and constraints.

1

We understand your landscape

We start by mapping your current data sources, systems, processes, ownership structures, and gaps. This helps us align your business goals with the technical realities and constraints.

1

We design the target architecture

We define the future-state data architecture:

storage layers
ingestion & transformation flows
governance policies
quality rules
lineage, cataloging, access controls
security & compliance requirements

Everything is designed to be scalable, auditable, and AI-ready.

2

We design the target architecture

We define the future-state data architecture:

storage layers
ingestion & transformation flows
governance policies
quality rules
lineage, cataloging, access controls
security & compliance requirements

Everything is designed to be scalable, auditable, and AI-ready.

2

We design the target architecture

We define the future-state data architecture:

storage layers
ingestion & transformation flows
governance policies
quality rules
lineage, cataloging, access controls
security & compliance requirements

Everything is designed to be scalable, auditable, and AI-ready.

2

We implement governance & quality frameworks

We create data standards, quality checks, stewardship models, dictionaries, lineage tracking, and automated rules that ensure consistent, trustworthy data across teams.

3

We implement governance & quality frameworks

We create data standards, quality checks, stewardship models, dictionaries, lineage tracking, and automated rules that ensure consistent, trustworthy data across teams.

3

We implement governance & quality frameworks

We create data standards, quality checks, stewardship models, dictionaries, lineage tracking, and automated rules that ensure consistent, trustworthy data across teams.

3

We build and integrate the pipelines

Our team engineers ingestion, transformation, and synchronization pipelines that ensure fresh, reliable data-fully integrated into your systems and analytics stack.

4

We build and integrate the pipelines

Our team engineers ingestion, transformation, and synchronization pipelines that ensure fresh, reliable data-fully integrated into your systems and analytics stack.

4

We build and integrate the pipelines

Our team engineers ingestion, transformation, and synchronization pipelines that ensure fresh, reliable data-fully integrated into your systems and analytics stack.

4

We operationalize and maintain

We set up monitoring, alerting, governance tools, audit trails, and automated checks. Compliance stays intact. Data stays consistent. Teams stay unblocked.

Your data becomes something your business can trust, not something it battles.

5

We operationalize and maintain

We set up monitoring, alerting, governance tools, audit trails, and automated checks. Compliance stays intact. Data stays consistent. Teams stay unblocked.

Your data becomes something your business can trust, not something it battles.

5

We operationalize and maintain

We set up monitoring, alerting, governance tools, audit trails, and automated checks. Compliance stays intact. Data stays consistent. Teams stay unblocked.

Your data becomes something your business can trust, not something it battles.

5

Our tech stack

Storage & Warehouses

Snowflake, BigQuery, Redshift, Databricks

Pipelines & Transformation

Airflow, dbt, Kafka, Spark

Cataloging & Lineage

Alation, DataHub, Collibra, Amundsen

Quality & Governance

Great Expectations, Monte Carlo, Soda

Security & Access

IAM, Ranger, SSO, Vault

Cloud

AWS, GCP, Azure

Ready to Fix Your Data Foundation?

Let’s build the strategy, architecture, and governance you need to move fast-with confidence.

Ready to Fix Your Data Foundation?

Let’s build the strategy, architecture, and governance you need to move fast-with confidence.

Ready to Fix Your Data Foundation?

Let’s build the strategy, architecture, and governance you need to move fast-with confidence.

Build data foundations that unlock scalable AI and analytics

Our Suite of services

Our Suite of services

The problem most companies run into

Decisions based on incomplete data, stalled AI projects, and rising operational risk.

How Devkraft helps you

How Devkraft helps you

4–6 week data strategy definition instead of months

4–6 week data strategy definition instead of months

End-to-end responsibility across architecture, governance, pipelines, and policies

End-to-end responsibility across architecture, governance, pipelines, and policies

Data reliability improvements of 60%+ through quality and ownership frameworks

Data reliability improvements of 60%+ through quality and ownership frameworks

Enterprise-grade governance aligned with GDPR, HIPAA, ISO, SOC, and internal controls

Enterprise-grade governance aligned with GDPR, HIPAA, ISO, SOC, and internal controls

Deep embedding with your business, analytics, security, and engineering teams

Deep embedding with your business, analytics, security, and engineering teams

How we solve it ,our end-to-end approach

We understand your landscape

1

We understand your landscape

1

We understand your landscape

1

We design the target architecture

2

We design the target architecture

2

We design the target architecture

2

We implement governance & quality frameworks

3

We implement governance & quality frameworks

3

We implement governance & quality frameworks

3

We build and integrate the pipelines

4

We build and integrate the pipelines

4

We build and integrate the pipelines

4

We operationalize and maintain

5

We operationalize and maintain

5

We operationalize and maintain

5

Our tech stack

Our tech stack

Storage & Warehouses

Storage & Warehouses

Pipelines & Transformation

Pipelines & Transformation

Cataloging & Lineage

Cataloging & Lineage

Quality & Governance

Quality & Governance

Security & Access

Security & Access

Cloud

Cloud

Ready to Fix Your Data Foundation?

Ready to Fix Your Data Foundation?

Ready to Fix Your Data Foundation?

How we solve it ,
our end-to-end approach