Born Digital. Built Agile. Measurable Outcomes.
TDWS Consulting Group empowers enterprises to make proactive, data-driven decisions with AI-powered predictive insights and forecasting models that reveal risks, uncover opportunities, and optimize outcomes — with measurable accuracy and speed.
Modern enterprises generate oceans of data but struggle to turn it into action. Predictive analytics and AI-driven forecasting help organizations move beyond reactive analysis to anticipate trends, reduce risks, and make faster, smarter decisions.
At TDWS Consulting Group, we build predictive systems that don’t just describe what happened — they tell you what will happen next, and what to do about it.
Build AI models that forecast demand, revenue, churn, and risk with measurable precision. → Deliver 95% forecast accuracy through adaptive machine learning models.
Combine structured and unstructured data from multiple sources into a single, analytics-ready ecosystem. → 50% faster model training and decision cycles.
Run “what-if” simulations to prepare for disruptions in supply, demand, or operations. → Predictive resilience built into every process.
Convert forecasts into actionable insights through intuitive, real-time dashboards. → Empower business teams to act, not just analyze.
Define business questions and measurable KPIs
Engineer clean, governed data for AI consumption
Build and train predictive and time-series models
Deploy insights into business dashboards and workflows
Continuously learn and improve with real-time feedback loops
“Our predictive frameworks deliver clarity, not complexity — measurable intelligence, not endless reports.”
Model accuracy
Reduction in fraud losses
Faster lending decisions
Reduction in readmissions
Lower supply shortages
Improvement in patient throughput
Inventory accuracy
Reduction in stockouts
Margin uplift through AI pricing models
Forecast Accuracy
↑ 90–95%
Better inventory, demand, and financial planning
Decision-Making Speed
↑ 2–3×
Real-time predictive dashboards
Revenue Optimization
↓ 10–20%
Data-driven pricing & demand planning
Risk Reduction
↑ 30–50%
Predictive compliance and fraud detection
ROI Realization
60-90 Days
Typical implementation window
Secure, compliant data integration
Clear reasoning behind every model output
Full traceability for regulatory compliance (GDPR, HIPAA, PCI-DSS)
Continuous fairness validation across datasets
Predictive AI is only powerful when it’s trusted — and TDWS builds trust into every model.
From data pipelines to business dashboards
Pre-built forecasting frameworks and accelerators
BFSI, Retail, Manufacturing, and Healthcare
ROI and KPIs tracked from day one
TDWS Consulting Group helps you build predictive intelligence systems that anticipate change, optimize decisions, and deliver measurable business value — across every industry.