Practice Area 06

Data Intelligence

Lakehouse platforms and AI-ready data foundations.

Data is only an asset when it is trusted, accessible and decision-ready. TDS Global builds the data engineering foundations, analytics products and AI-ready data platforms that turn raw organisational data into a strategic competitive advantage.

What We Do

Our approach to data intelligence.

We design and build modern data lakehouses, streaming pipelines, analytics products and data governance frameworks. Every platform we deliver is engineered to serve both human analysts and AI systems — with data quality, lineage and access controls at its core.

Core Capabilities

What we build and deliver within this practice.

Data Lakehouse Architecture

Unified storage and compute platforms on Databricks, Snowflake or open-source stacks serving analytics and AI.

Data Pipeline Engineering

Batch and streaming ingestion pipelines that move, transform and load data reliably at scale.

Analytics Products

Executive dashboards, self-service reporting tools and embedded analytics built on governed, curated data.

Data Contracts & Governance

Formalised data contracts, data catalogues, lineage tracking and access control frameworks.

Real-Time Streaming

Event-driven data architectures using Kafka, Flink and cloud streaming services for real-time intelligence.

AI-Ready Data Foundations

Feature stores, vector databases and curated datasets that serve production ML and LLM systems.

Industries

Where we apply this practice across sectors.

Financial Services

Risk data warehouses, trading analytics platforms and regulatory reporting data pipelines.

Retail

Customer 360 data platforms powering personalisation, demand forecasting and inventory optimisation.

Healthcare

Clinical data platforms unifying EHR, device and operational data for population health analytics.

Manufacturing

OEE analytics, quality trend analysis and supply chain visibility data products.

Technology & SaaS

Product analytics platforms, user behaviour data pipelines and SaaS operational intelligence.

Energy & Utilities

Grid sensor data processing, energy consumption analytics and predictive maintenance platforms.

Outcomes

What our clients achieve.

Measured results our engineering programmes have delivered across clients in this practice area.

Single, trusted source of truth replacing 15–30 disconnected reporting tools

Data pipeline reliability >99.5% with automated monitoring and alerting

Time-to-insight reduced from days to minutes for business-critical queries

AI and ML models trained on high-quality, governed, feature-rich datasets

Data governance frameworks that satisfy audit and regulatory requirements

Technology Stack

Tools & platforms we use in this practice.

DatabricksSnowflakeApache SparkApache KafkaApache FlinkdbtAirflowLookerPower BIPineconeDelta Lake
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