Born Digital. Built Agile. Measurable Outcomes.

Turn AI Ambition Into Measurable Advantage.

TDWS Consulting Group helps enterprises build and modernize data lakes, warehouses, and analytics ecosystems — unlocking data-driven agility, governance, and measurable business outcomes across the enterprise.

Faster AI Adoption
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Cost Optimization
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ROI in 90 Days
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Why AI Strategy Matters

Without Strategy, AI Is Just Experimentation.

AI success isn’t defined by models — it’s defined by measurable business impact. Enterprises that rush into AI without a clear roadmap face fragmented pilots, low adoption, and poor ROI.

At TDWS Consulting Group, we bring clarity, governance, and execution to your AI vision — creating a scalable roadmap for value-driven AI transformation.

70% of AI initiatives fail to scale due to lack of strategy (Gartner, 2024)
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80% of enterprises plan to increase AI budgets by 2026 (IDC)
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TDWS clients achieve enterprise-wide AI adoption 2× faster
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Our AI Strategy Framework

A Proven Blueprint for Enterprise AI Success

Define

Identify business priorities, pain points, and value levers

Design

Build the AI roadmap aligned with KPIs and measurable outcomes

Develope

 Create prototypes and scalable machine learning models

Deploy

 Operationalize AI through governance, change management, and MLOps

Drive

Continuously improve through feedback, retraining, and ROI measurement

“TDWS transforms AI from an innovation experiment into a measurable business engine.”

Core Offerings

Strategy Meets Execution — AI That Works in the Real World

AI Readiness Assessment

Evaluate current capabilities, data maturity, and infrastructure. → Establish a clear baseline for AI enablement.

AI Roadmap & Business Alignment

Define AI use cases tied to tangible business metrics. → Strategic prioritization ensures 90-day value realization.

Model Development & Governance

Develop, deploy, and monitor ML models with built-in explainability. → Transparent, compliant, and enterprise-ready AI.

AI Change Management & Adoption

Empower teams with tools, training, and frameworks for adoption. → 90% user adoption rates achieved in enterprise deployments.

Industry Use Cases (BFSI | Healthcare | Retail)

Strategic AI Adoption Tailored for Every Industry

Use Cases:

  • AI-Driven Credit Scoring: Predict risk using alternative and behavioral data.
  • Customer Service Automation: AI copilots resolving 70% of service requests.
  • Fraud Detection Systems: Machine learning models analyzing real-time transactions for anomalies.

50%

Faster loan approvals

30%

Lower fraud losses

25%

Higher CX satisfaction

Use Cases:

  • Clinical Decision Support Systems: AI models assist doctors with diagnostic insights.
  • Predictive Patient Care: Forecast readmissions and suggest preventive interventions.
  • Operational Optimization: AI scheduling and resource allocation to improve throughput.

60%

Improvement in diagnosis accuracy

20%

Lower operational costs

15%

Higher patient retention

Use Cases:

  • Personalized Shopping Experiences: Recommendation engines predicting user intent.
  • Inventory Intelligence: AI models forecasting demand by SKU, region, and seasonality.
  • Dynamic Pricing Models: ML adjusting prices in real time to maximize conversion.

18%

Increase in average order value

20%

Reduction in stockouts

25%

Boost in repeat purchases

Measurable Outcomes

Forecasts That Deliver Measurable Business Results

KPI

Average Improvement

Business Impact

AI Adoption Speed

↑ 2×

Strategic roadmap & readiness frameworks

Model Accuracy

↑ 90–95%

Reliable predictive decision-making

Cost Optimization

↓ 30–40%

AI-enabled process efficiency

User Adoption Rate

↑ 80–90%

Effective change management & training

ROI Realization

60-90 Days

Across enterprise AI programs

Responsible AI Governance

AI That’s Accountable, Transparent, and Trusted

Model Explainability:

End-to-end traceability of every AI decision

Compliance Readiness:

GDPR, HIPAA, and ISO 42001 alignment

Bias & Fairness Monitoring:

Continuous validation and model retraining

Data Sovereignty:

Secure hosting on TD Web Services Cloud

We design AI for accountability — ethical, secure, and enterprise-ready.

TDWS Advantage

Why Enterprises Choose TDWS for AI Strategy and Adoption

End-to-End Enablement

Strategy, engineering, and change management unified.

Pre-Built AI Accelerators

50% faster deployment.

Outcome-Based Frameworks

Clear KPIs, tracked in real time.

Cross-Industry Expertise

BFSI, Healthcare, Retail, Manufacturing, and more.

Technology Ecosystem

Built on the World’s Leading AI Platforms

Let’s Build What’s Next

Ready to Build AI That Delivers Business Impact?

TDWS Consulting Group helps you define the “why,” architect the “how,” and deliver the “what” of AI — moving from strategy to scalable, measurable adoption.