Born Digital. Built Agile. Measurable Outcomes.

Unify Your Data. Amplify Your Intelligence.

TDWS Consulting Group helps enterprises define, design, and deploy AI and ML strategies that drive business outcomes — not just models. We bridge the gap between innovation and execution with a clear path from use case identification to enterprise-scale adoption.

Data Availability
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Faster Analytic
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ROI in 90 Days
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Why Unified Data Ecosystems Matter

Data Silos Slow Down Decisions. Integration Drives Growth.

Most enterprises collect data — but only a few can connect it. Disconnected systems, inconsistent formats, and lack of governance create friction between insight and action.

At TDWS Consulting Group, we design data ecosystems that integrate cloud, on-prem, and streaming sources into a single, intelligent foundation — enabling real-time analytics, faster AI enablement, and measurable ROI.

80% of enterprise data is underutilized (IDC, 2024)
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70% of AI projects fail due to poor data readiness
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TDWS clients achieve 50% faster analytics and 3× more data-driven decisions
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Our Core Capabilities

Building the Backbone of Intelligent Enterprises

Data Lake Architecture & Modernization

Design and deploy scalable, cloud-native data lakes for unified storage and real-time ingestion. → Eliminate silos and enable multi-source analytics.

Data Warehousing & Integration

Modernize legacy data warehouses into high-performance, hybrid cloud systems. → Deliver 10× faster queries and reports.

Data Governance & Security

Implement data lineage, cataloging, and access control frameworks. → Achieve 100% compliance and trust in enterprise data.

Self-Service Analytics Enablement

Empower business teams with AI-driven dashboards and visualization tools. → Reduce IT dependency by 60% and accelerate decisions.

TDWS Data Ecosystem Framework

A Unified Framework for Continuous Insight

Ingest

Streamline data from structured, unstructured, and streaming sources

Store

Centralize into scalable, secure data lakes

Transform

Cleanse and prepare data for analytics and AI

Analyze

Deliver real-time insights and advanced analytics

Act

Feed predictive and operational systems for automated decisioning

“We transform data from a byproduct into a business performance engine.”

Industry Use Cases (BFSI | Healthcare | Retail)

Data Ecosystems That Drive Measurable Business Outcomes

Use Cases:

  • Regulatory Data Lake: Centralized data for compliance, audit, and reporting automation.
  • Customer 360 Platforms: Unified view of client interactions across all channels.
  • Risk Analytics Hub: Integrated system for fraud detection and credit exposure insights.
  •  

80%

Faster regulatory reporting

99%

Data accuracy

25%

Improvement in portfolio management efficiency

Use Cases:

  • Unified Clinical Data Lake: Combine EMR, lab, and IoT data for patient-level analytics.
  • Predictive Outcome Dashboards: Forecast treatment success using ML-ready datasets.
  • Healthcare Supply Chain Analytics: Optimize medical inventory and procurement.
  •  

45%

Faster research data retrieval

35%

Cost reduction in data operations

20%

Improvement in care coordination

Use Cases:

  • Omnichannel Data Platform: Integrate online, in-store, and marketing data for complete visibility.
  • Customer Behavior Analytics: Build predictive customer journeys to drive personalization.
  • Inventory & Demand Analytics: AI-powered forecasting using unified SKU and sales data.

90%

Inventory accuracy

22%

Uplift in repeat purchases

3X

Faster business insights

Measurable Outcomes

AI You Can Measure — Not Just Marvel At

KPI

Average Improvement

Measured Impact Area

Data Availability

↑ 99%

Real-time access across functions

Analytics Speed

↑ 40–60%

Faster insights through unified platforms

Data Accuracy

↑ 95–99%

Clean, trusted, AI-ready data

Compliance Efficiency

↑ 70%

Automated audit trails and reporting

Operational Costs

↓ 35–45%

Reduced infrastructure and redundancy

ROI Realization

90 Days

Typical data ecosystem deployment timeframe

Governance & Compliance

Secure. Compliant. Enterprise-Trusted.

End-to-End Encryption:

Data encrypted in transit and at rest.

Role-Based Access:

Fine-grained permission models.

Data Lineage & Cataloging:

Full visibility and traceability of data flows.

Regulatory Alignment:

Compliant with GDPR, HIPAA, and ISO 27001.

TDWS Advantage

Why Leading Enterprises Choose TDWS for Generative AI

End-to-End Expertise

Strategy, architecture, engineering, and governance under one roof.

Pre-Built Accelerators

Deploy data lakes 50% faster.

Multi-Cloud Flexibility

Built on AWS, Azure, GCP, or TD Web Services.

Outcome-Based Engagements

KPIs tied to efficiency, accuracy, and ROI.

Technology Ecosystem

Built on the World’s Leading AI Platforms

Let’s Unify Your Data Intelligence

Ready to Build Your Data Foundation for AI and Growth?

TDWS Consulting Group helps you architect, govern, and scale data ecosystems that transform information into measurable competitive advantage.