Case Studies

Proof in Production.

Real outcomes from production deployments. Not proofs of concept — production systems that move the needle.

Production Case Studies

98%+

Best-in-Class Model Accuracy

30+ yrs

Of Data Consolidated

10+

Industries Served

01Industrial Manufacturing

Unifying Fragmented ERP Ecosystems — Global Manufacturing

Modernized and extended an Azure-based data architecture into a scalable, ERP-agnostic platform — unifying 25–30 EMEA operating companies under a single executive reporting framework, processing ~100 million rows daily.

25–30

Operating companies unified

~100M

Rows processed daily

2–6 wks

ERP onboarding time

Azure Data Factory, Databricks, Synapse Analytics, Power BI

02Logistics & Mobility

AI-Driven Fleet Scheduling — Electric Cabs

A hybrid optimization engine — Genetic Algorithms, Tabu Search, and Simulated Annealing — that allocates EV cabs across pick-up/drop trips while respecting battery, driver, and operational constraints in real time.

Hard constraints solved per allocation

Battery-aware trip assignments

0/7

Live telematics-driven scheduling

Genetic Algorithms, Tabu Search, Simulated Annealing

03Pharmaceuticals

Sales Process Optimization — Pharmaceutical

Replaced manual, weekly Excel reporting with an automated Tableau BI platform — cutting cost, accelerating decisions, and unlocking field-force intelligence at the rep level.

100%

Automated weekly reporting

Rep-level

Field-force drill-down

Real-time

KPI refresh cadence

100s

Senior hours reclaimed

Tableau

04Mobility / IoT

Predictive Maintenance of EV Batteries

Built a multi-class classifier on IoT vitals from a Battery-as-a-Service fleet — predicting failures before they occur with 98%+ accuracy and balanced precision/recall.

0%+

Overall accuracy

0.78–0.82

Precision / Recall / F1

IoT, Python, SMOTE, Multi-class Classification

05E-Commerce

Inventory & Procurement Optimization — E-Commerce

Hundreds of thousands of SKUs, multiple vendors, volatile demand. We built an Inventory Ageing & PO dashboard on AWS + Power BI that reshaped procurement strategy.

Stock-out reduction

Inventory value cut

AWS, Power BI

06Renewables

Project Intelligence — Solar Infrastructure

A Tableau BI solution unifying Engineering, Procurement, Construction, and Net Metering data — giving leadership real-time delay impact, supplier dependency, and target-vs-actual visibility.

Tableau

07FMCG

Primary, Secondary & Field Efforts — FMCG

Unified SAP, DMS and SFA into a single AWS Redshift warehouse with Tableau — refreshed 4× daily — giving the Sales Head one view of primary, secondary and field-force performance.

Sales efficiency

Route adherence

TAT reduction

AWS Redshift, Tableau

08Manufacturing

Demand Forecasting — Engine & Power Solutions

Benchmarked ARIMA, LSTM and ML methods against MAPE/RMSE/MAD — DeepAR+ on AWS won. Monthly forecasts now feed production planning and procurement directly.

Inventory cost cut

AWS, DeepAR+, Power BI

09Energy & Industrial

Energy Audit & Maintenance Engineering

Brought data-driven precision to one of the industry's hardest problems — minimizing equipment losses and detecting infrastructure failures before they become costly disasters.

Aberration types

0+ yrs

Data consolidated

Cloud Data Warehouse, Tableau, Audio Analytics

10EdTech

VC-Funded Educational Products Company

Established a solid Business Intelligence foundation — bringing structure, clarity, and foresight to data that was previously scattered, manual, and impossible to act on at speed.

Tableau, Data Warehouse

11Pharmaceuticals

Pharmaceutical MNC — Sales ERP Analytics

Built a robust analytics layer on top of Sales ERP — transforming raw transactional data into strategic intelligence across operations, tactics, and strategy.

Tableau

12Manufacturing

Leading Capital Equipment Manufacturer

Laid the data management groundwork demanded by growth — ERP implementation, process mapping, and the governance structures needed to sustain data quality at scale.

Tableau, OpenRefine, Data Wrangler

13Retail & Manufacturing

Retail & Manufacturing Chain

Modernized data operations end-to-end — from real-time executive reporting to dealer intelligence, scheme automation, market basket analysis, and dealer attrition prediction.

Reporting time freed

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14Public Sector

Cultural Heritage Analytics — Govt. (Middle East)

Dynamic geographic visualizations correlating population, historical landmarks, and proposed sites — turning intuition-led cultural site planning into evidence-based strategy.

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Proof in Production.

Unifying Fragmented ERP Ecosystems — Global Manufacturing

AI-Driven Fleet Scheduling — Electric Cabs

Sales Process Optimization — Pharmaceutical

Predictive Maintenance of EV Batteries

Inventory & Procurement Optimization — E-Commerce

Project Intelligence — Solar Infrastructure

Primary, Secondary & Field Efforts — FMCG

Demand Forecasting — Engine & Power Solutions

Energy Audit & Maintenance Engineering

VC-Funded Educational Products Company

Pharmaceutical MNC — Sales ERP Analytics

Leading Capital Equipment Manufacturer

Retail & Manufacturing Chain

Cultural Heritage Analytics — Govt. (Middle East)

Ready to Build Your Success Story?