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.
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.
Design and deploy scalable, cloud-native data lakes for unified storage and real-time ingestion. → Eliminate silos and enable multi-source analytics.
Modernize legacy data warehouses into high-performance, hybrid cloud systems. → Deliver 10× faster queries and reports.
Implement data lineage, cataloging, and access control frameworks. → Achieve 100% compliance and trust in enterprise data.
Empower business teams with AI-driven dashboards and visualization tools. → Reduce IT dependency by 60% and accelerate decisions.
Streamline data from structured, unstructured, and streaming sources
Centralize into scalable, secure data lakes
Cleanse and prepare data for analytics and AI
Deliver real-time insights and advanced analytics
Feed predictive and operational systems for automated decisioning
“We transform data from a byproduct into a business performance engine.”
Faster regulatory reporting
Data accuracy
Improvement in portfolio management efficiency
Faster research data retrieval
Cost reduction in data operations
Improvement in care coordination
Inventory accuracy
Uplift in repeat purchases
Faster business insights
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
Data encrypted in transit and at rest.
Fine-grained permission models.
Full visibility and traceability of data flows.
Compliant with GDPR, HIPAA, and ISO 27001.
Strategy, architecture, engineering, and governance under one roof.
Deploy data lakes 50% faster.
Built on AWS, Azure, GCP, or TD Web Services.
KPIs tied to efficiency, accuracy, and ROI.
TDWS Consulting Group helps you architect, govern, and scale data ecosystems that transform information into measurable competitive advantage.