Born Digital. Built Agile. Measurable Outcomes.

From Reporting What Happened to Predicting What’s Next.

 TDWS Consulting Group helps enterprises build self-service BI ecosystems that enable employees to create their own insights — without compromising data governance or accuracy. We empower business users to explore, visualize, and measure performance independently — driving faster decisions and measurable enterprise agility.

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Yesterday’s Dashboards Can’t Power Tomorrow’s Decisions.

Most enterprises still rely on rear-view reporting — knowing what happened, but not what’s coming. TDWS helps organizations make the shift to forward-looking intelligence, integrating predictive analytics into their BI ecosystem.

From sales forecasting and demand prediction to risk analysis and churn prevention — our models deliver measurable, explainable, and actionable insights that empower faster, more confident decisions.

“We help you see the future — and measure it.”

Empowerment, Governance, and Measurable Performance

Predictive Modeling & Forecasting

Use time-series, regression, and ML-based forecasting for business outcomes.

Anticipate demand, risks, and trends with confidence.

Prescriptive Analytics

Simulate outcomes and recommend next-best actions for measurable improvements.

Turn insights into decisions.

Anomaly & Risk Detection

Identify patterns and outliers across operations, finance, and customer data.

Mitigate risks before they occur.

AI-Driven Insights Integration

Embed predictive models directly into BI dashboards (Power BI, Tableau, Looker).

 → Foresight within your daily tools.

From Data to Decisions to Predictable Performance

Our Predictive Intelligence Framework™ combines BI, AI, and automation to help organizations evolve from descriptive to prescriptive analytics — enabling measurable foresight across functions.

1

Ingest

 Collect data from ERP, CRM, and external sources.

2

Model

 Build machine learning and statistical forecasting models.

3

Visualize

Embed insights into BI dashboards for real-time consumption.

4

Automate

Deploy predictive workflows and alert mechanisms.

5

Measure

 Track accuracy, adoption, and ROI continuously.

“We integrate predictive power into your BI ecosystem — with measurable outcomes.”

Real-World Predictive Intelligence for Every Sector

BFSI

  • Credit risk prediction using behavioral and transactional data.
  • Customer churn and cross-sell opportunity analytics.
  • Predictive fraud detection integrated into BI dashboards.

Retail & eCommerce

  • Demand forecasting based on seasonality, promotions, and social trends.
  • Inventory optimization through predictive supply chain analytics.
  • Personalized recommendations using AI-driven segmentation.

Healthcare

  • Patient admission and discharge forecasting.
  • Predictive maintenance of medical equipment and IoT devices.
  • Treatment outcome prediction for improved care delivery.

"Each use case links predictive insights with measurable business KPIs — revenue, efficiency, and customer satisfaction."

Engineered with AI. Delivered with Agility. Measured for Precision.

TDWS implements Advanced Analytics & Predictive Insights through an Agile + Outcome-Based Delivery Model, ensuring every predictive model aligns with measurable business goals.

Delivery Highlights:

Model Development:

Use of Python, TensorFlow, and AutoML pipelines.

Integration:

Embed models into BI dashboards or ERP workflows.

Validation:

Continuous retraining and KPI alignment.

Measurement:

Model accuracy, ROI impact, and adoption tracking.

Predictive Performance You Can Quantify

KPI

Average Improvement

Business Impact

Forecast Accuracy

↑ 35%

Better inventory & financial planning

Decision Speed

↑ 50%

Real-time predictive dashboards

Risk Reduction

↑ 40%

Early detection & mitigation

Operational Efficiency

↑ 30%

Automated recommendations

Customer Retention

↑ 20%

Predictive churn prevention

ROI Realization

90 Days

Measurable business foresight

“TDWS brought AI into our BI stack — now we don’t just see what happened; we know what’s about to happen.”

 — Head of Strategy, Global Retail Enterprise

Powered by Data, AI, and Cloud Intelligence

TDWS combines enterprise BI with modern AI and ML technologies to deliver predictive intelligence at scale.

Why Enterprises Choose TDWS for Predictive Analytics

Born Digital. Built AI-Ready.

Predictive models designed for enterprise scale.

Unified BI + AI Delivery.

Seamless integration into your analytics ecosystem.

Outcome-Based Forecasting.

Accuracy, ROI, and KPI measurement baked in.

Cross-Industry Expertise.

BFSI, Retail, Healthcare, Manufacturing, and Logistics.

Ready to Turn Your Data into Measurable Intelligence?

TDWS Consulting Group helps enterprises infuse predictive analytics and AI-driven foresight into their BI ecosystem — enabling smarter, faster, and measurable business decisions.