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Unified Data Platform

One foundation.
Every insight.

A single governed foundation, for reporting, activation and AI

We unify customer, product, and commerce data into one governed foundation that is ready for reporting, analytics, activation, and AI. Not just a data lake. The data backbone that powers everything else. 

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Time-to-insight reduction
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Data connectors built
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Data quality achieved

How ADA Unified Data Platform Transforms Your Data Foundation

Data Engineering & Integration

Connect all your sources. Transform for business use.

We connect to any source—whether CRM, POS, marketing platforms, IoT, or legacy systems—using leading ingestion tools like Fivetran, Airbyte, and cloud-native connectors. We’ve built 500+ connectors, including custom integrations for hard-to-reach sources. Both real-time streaming and batch ingestion, with schema validation and change data capture built in.

ETL/ELT — Airflow
DBT
Cloud-native tools
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data connectors built

Customer Data Platform

Unified customer profiles. Ready to activate.

 CDP implementation as part of your unified data foundation, not a standalone silo. Identity resolution, profile unification, and activation readiness built on your data warehouse. Composable CDP architecture that avoids vendor lock-in while enabling real-time personalisation and segmentation. 

Composable architecture
No vendor lock-in
Activation-ready
Not just storage

Data Migration

From legacy to cloud. Without losing what matters.

Full data infrastructure migration—on-premise to cloud, legacy warehouse to modern lakehouse, or platform-to-platform moves. We implement across Snowflake, Databricks, AWS, GCP, and Azure with data validation, parallel running, and cutover planning. Migration that modernises your architecture, not just lift-and-shift.

Platform-agnostic — Databricks
Snowflake
Azure
GCP
Migration + modernization

Data Warehouse. Lakehouse Implementation

Modern cloud storage. Governed and queryable.

Snowflake, Databricks, or BigQuery implementation with data modelling, dimensional design, and medallion architecture. Platform-agnostic—we work with your preferred cloud. Accelerators for common Retail, BFSI, CPG, and Healthcare data models. Optimised for analytics, reporting, and AI workloads.

Platform-agnostic — Snowflake | Databricks | BigQuery
Accelerators — Financial Services, BFSI, CPG models included

Custom Data Connectors

If it has data, we can connect it.

Custom connector development for sources without standard integrations — legacy systems, regional platforms, proprietary APIs, and niche applications. Pre-built connectors for APAC ecosystem including local payment gateways, marketplaces, and regional CRMs. We’ve built 500+ connectors for enterprises and platforms like Fivetran. 

APAC ecosystem — local gateways, marketplaces, regional CRMs
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connectors built

Data Governance & Quality

Governance embedded. Quality assured. Compliance ready.

Enterprise data governance frameworks — data quality rules, lineage tracking, access control, data masking, and audit logging. Regulatory-ready frameworks for PDPA, data residency, and compliance requirements. Governance as foundation, not afterthought. 

Compliance-ready — PDPA, data residency
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lineage coverage for critical data

How it works

Discover & Design

Data audit, source inventory, use case prioritisation, and architecture design — delivered as a clear blueprint and roadmap. We assess what you have, what you need, and the fastest path to value.

Build / Migrate

Platform setup, data migration, source integration, and connector development. Whether greenfield build or legacy migration — 3-5 priority sources connected with core data models in 8-12 weeks.

Unify & Model

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

Govern & Monitor

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

Activate & Scale

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

Discover & Design

Data audit, source inventory, use case prioritisation, and architecture design — delivered as a clear blueprint and roadmap. We assess what you have, what you need, and the fastest path to value.

Build / Migrate

Platform setup, data migration, source integration, and connector development. Whether greenfield build or legacy migration — 3-5 priority sources connected with core data models in 8-12 weeks.

Unify & Model

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

Govern & Monitor

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

Activate & Scale

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

Built for your industry. Designed for your data challenges.

Vertical-specific data foundations with governance and activation-readiness built in.

Financial Services

Customer Data Foundation 

Regulatory traceability. Single customer view. Activation ready. 

Banks and Financial Services face a unique challenge: 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. From cross-sell campaigns to regulatory reporting — your data ready for both business and compliance. 

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 

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 personalisation, inventory visibility, and demand planning. Whether migrating from legacy systems or building a modern data stack, we connect all your retail data into an activation-ready platform. 

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 

70%+ — priority data activation-ready | Omnichannel — online, offline, loyalty unified 

Consumer Goods

Commercial Data Foundation 

Retailer data. Distributor data. Finally in one place. 

Consumer Goods companies get data from dozens of sources — Modern Trade retailers, General Trade distributors, marketplaces, and syndicated data providers — all in different formats, different cadences, different quality levels. We harmonise retailer sell-out data, distributor inventory, marketplace performance, and demand signals into one governed foundation. Finally see true commercial performance across all your routes to market. 

Key Use Cases: 

  • Retailer sell-out data harmonisation (different formats, cadences) 
  • Distributor inventory and sell-through integration 
  • Marketplace performance data unification 
  • Demand signal aggregation for planning 
  • Trade promotion data foundation for ROI measurement 

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

Healthcare

Patient & Operational Data Foundation

Patient data. Operational data. Compliance assured. 

Healthcare organisations manage sensitive data across EMR/EHR systems, scheduling platforms, billing systems, and clinical applications — with strict compliance requirements. We build unified data foundations with healthcare-grade governance — data masking, access control, audit trails, and consent management built in. Enable care coordination and operational insights without compromising patient privacy. 

Key Use Cases: 

  • EMR/EHR + scheduling + billing data integration 
  • Patient journey visibility across touchpoints 
  • Operational data unification for resource planning 
  • Compliance-ready governance (consent, masking, audit trails) 
  • Analytics foundation for care quality and outcomes 

Compliance-ready — healthcare-grade governance | Patient-centric — unified care view 

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

How a Global Hospitality Group Unified Data Across 400+ Properties 
Unified Data Platform

How a Global Hospitality Group Unified Data Across 400+ Properties 

Where every touchpoint earns trust, every interaction creates value, and every decision is powered by realtime insight.
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Hotels
How ADA Built 500+ Data Connectors for a Leading Data Integration Platform 
Unified Data Platform

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
How a Leading Indonesian Telco Modernized their Data Foundation Mid-cloud Migration 
Indonesia Unified Data Platform

How a Leading Indonesian Telco Modernized their Data Foundation Mid-cloud Migration 

Where every touchpoint earns trust, every interaction creates value, and every decision is powered by realtime insight.
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Connectors
How a Conglomerate Replaced Excel-based Reporting with Governed Finance Data 
Indonesia Unified Data Platform

How a Conglomerate Replaced Excel-based Reporting with Governed Finance Data 

Where every touchpoint earns trust, every interaction creates value, and every decision is powered by realtime insight.
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automated reporting workflow

See How ADA Can Simplify Your Customer Onboarding