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Data Foundation

One trusted data foundation built for everthing that comes next.

A single governed foundation, unified, governed, and built to drive measurable enterprise outcomes.

We design, build, and govern cloud data foundations that unify enterprise data, eliminate inconsistencies, and give your AI the infrastructure it actually needs to work. 

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Reduction in migration delivery with Data Accelerators
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Data connectors built
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reduction in data response time

How ADA Data Foundation Transforms Your Data Infrastructure

AI-Powered Governance, Quality & Li

Governance that runs itself, not your team.

Data quality, lineage tracking, and governance rules re-architected with AI, enforced automatically, monitored continuously, and proactively alerting issues rather than waiting for manual checks. 

ETL/ELT — Airflow
DBT
Cloud-native tools
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reduction in data incidents
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data latency with governed pipelines

Data Integration & Pipeline Engineering

Connect every source. Trust every number.

Connecting all enterprise sources: CRM, ERP, POS, marketing platforms, and operations into unified pipelines. AI-assisted pipeline generation, automated anomaly detection, and intelligent schema mapping reduce manual build time and catch errors before they propagate. 

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custom connectors built
Fivetran, Airbyte, Airflow, dbt

Cloud Data Warehouse & Lakehouse Implementation

Build on the stack your business is already on.

Build or migrate to the client’s preferred cloud stack, Snowflake, Databricks, BigQuery, Azure Synapse with AI-powered query optimization, automated performance tuning, and cost governance built in. 

Platform-agnostic — Databricks, Snowflake, Azure, BigQuery
100% migration accuracy 

Data Migration

Move faster. Arrive with quality intact.

Legacy-to-cloud and platform-to-platform migration delivered via ADA Data Accelerators, source-to-target validation and automated mismatch reporting throughout. A standard 6-month migration delivered in 2 months. 

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reduction with Data Accelerators
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400+ tables, 200+ stored procedures

Custom Data Connectors Development

Connect what standard integrations can’t.

ADA-built connectors for sources without standard integrations, legacy systems, regional platforms, and proprietary APIs. Part of the Data Accelerators library, reused and refined across every engagement. 

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connectors built
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delivered in 2 years

How it works

Discover & Design

Data audit, source inventory, use case prioritization, and architecture design delivered as a clear blueprint and roadmap before a line of code is written.

Build / Migrate

Platform setup, data migration, source integration, and connector development, delivered with ADA Data Accelerators to compress timelines without sacrificing quality.

Unify & Model

Data modelling, identity resolution, and semantic layer development. Customer, product, and transaction data unified into queryable, governed datasets.

Govern & Monitor

Data quality rules, lineage tracking, access control, and monitoring dashboards, governance embedded with SLA tracking and anomaly detection.

Activate & Scale

BI integration, real-time pipelines, and new source onboarding. Continuous improvement with monthly reports, cost optimization, and roadmap updates.

Discover & Design

Data audit, source inventory, use case prioritization, and architecture design delivered as a clear blueprint and roadmap before a line of code is written.

Build / Migrate

Platform setup, data migration, source integration, and connector development, delivered with ADA Data Accelerators to compress timelines without sacrificing quality.

Unify & Model

Data modelling, identity resolution, and semantic layer development. Customer, product, and transaction data unified into queryable, governed datasets.

Govern & Monitor

Data quality rules, lineage tracking, access control, and monitoring dashboards, governance embedded with SLA tracking and anomaly detection.

Activate & Scale

BI integration, real-time pipelines, and new source onboarding. Continuous improvement with monthly reports, cost optimization, and roadmap updates.

Built for your industry. Designed for your data challenges.

Pre-built delivery frameworks, vertical expertise, and proven migration tooling so you get to a trusted data foundation faster.

Data Foundation for Financial Services

Customer Data Foundation 

Regulatory traceability. Single customer view. Activation ready. 

Banks and Financial Services have customer data scattered across core banking, CRM, digital channels, and third-party sources with regulators demanding full traceability. We build unified data foundations that consolidate customer, transaction, and interaction data into a governed layer that satisfies compliance and enables activation. 

Key Use Cases: 

  • Core banking + CRM + digital channel unification 
  • Regulatory-compliant data lineage and audit trails 
  • Single customer view for relationship managers 
  • CDP for cross-sell and retention activation 
  • Data migration from legacy core systems 

100% — lineage coverage for regulatory compliance | Single customer view across all touch points 

Data Foundation for Retail

Omnichannel Data Foundation 

Online. Offline. Loyalty. Finally unified.

Retailers struggle with data fragmented across POS systems, ecommerce platforms, loyalty programmes, inventory systems, and marketing tools. We unify customer, product, transaction, and store data into one foundation, enabling omnichannel personalization, inventory visibility, and demand planning. 

Key Use Cases: 

  • POS + ecommerce + loyalty data unification 
  • Customer-product-store integration for personalisation 
  • Inventory and demand signal consolidation 
  • CDP implementation for omnichannel activation 
  • Legacy retail system migration to cloud 

100% migration accuracy — 400+ tables | 66% — fewer data incidents | 75% — faster response time

Data Foundation for Telecommunications

Subscriber data you can finally trust. 

Retailer data. Distributor data. Finally in one place. 

Telcos sit on massive data assets, subscriber profiles, network usage, billing records, service interactions but it’s trapped in legacy BSS/OSS systems. We migrate and unify telco data into modern platforms, enabling subscriber intelligence, churn prevention, and campaign activation. 

Key Use Cases: 

  • BSS/OSS data migration to cloud platforms
  • Subscriber profile unification across systems
  • Network + usage + billing data integration
  • CDP for churn prevention and upsell activation

 Multi-source — retailer, distributor, marketplace unified | SKU-level — visibility across channels 

Telecommunications

Customer Data Foundation 

Network data. Subscriber data. Usage data. Finally unified. 

Telcos sit on massive data assets — subscriber profiles, network usage, billing records, service interactions, device data — but often can’t use it because it’s trapped in legacy BSS/OSS systems. We migrate and unify telco data into modern platforms, enabling subscriber intelligence, churn prevention, and campaign activation. From legacy system migration to real-time activation — we’ve done it across APAC telcos. 

Key Use Cases: 

  • BSS/OSS data migration to cloud platforms 
  • Subscriber profile unification across systems 
  • Network + usage + billing data integration 
  • CDP for churn prevention and upsell activation 
  • Real-time data pipelines for campaign triggers 

Scale-ready — high-volume telco data | Migration expertise — BSS/OSS to cloud 

Customer Stories

Global Hospitality Group: Enterprise Reporting Platform
How a Global Hospitality Group Unified Data Across 400+ Properties
Data Foundation

How a Global Hospitality Group Unified Data Across 400+ Properties

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Hotels
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data sources consolidated
How ADA Built 500+ Data Connectors for a Leading Data Integration Platform 
Data Foundation

How ADA Built 500+ Data Connectors for a Leading Data Integration Platform 

Where every touchpoint earns trust, every interaction creates value, and every decision is powered by realtime insight.
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connectors
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We helped a leading ecommerce retailer migrate their existing data warehouse from AWS to MS Azure while ensuring seamless business continuity​
Indonesia Data Foundation

We helped a leading ecommerce retailer migrate their existing data warehouse from AWS to MS Azure while ensuring seamless business continuity​

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migration accuracy
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stored procedures migrated

See How ADA Can Can Build Your Data Foundation