MediaDigital news platform
AI-Driven News Personalization for Higher Engagement and Monetization
Datansh helped a digital news platform move from region-based content delivery to a behavior-driven recommendation system that used scalable data processing, AI models, and natural-language content discovery to personalize the reader experience.
Key Outcomes
~22% higher click-through rate from more relevant, personalized recommendations.
~18% longer reader sessions through behavior-driven matching and better content relevance.
~15% lower bounce or churn behavior by reducing irrelevant content exposure and improving stickiness.
AIPersonalizationDatabricksRecommendation Engine
ManufacturingU.S.-based light manufacturer
Predicting the Next Best Action in a Long-Cycle Sales Process
Datansh helped a U.S.-based light manufacturer transform long, unstructured CRM conversation histories into predictive next-action intelligence, giving sales reps and managers faster clarity on how to move enterprise deals forward.
Key Outcomes
+9% revenue increase by helping sales teams focus on high-potential opportunities and recommended actions.
~60% lower manual effort in reading long lead histories to determine the next step.
~2.5x faster lead-action identification for sales reps and managers.
ManufacturingCRMAzure MLPower BI
ManufacturingMultinational tyre manufacturing organization
How a Global Tyre Manufacturer Built a Centralized Data Platform for Enterprise Reporting
Datansh helped a multinational tyre manufacturing organization move from disparate, semi-structured data flows to a centralized batch-and-streaming platform that treated data as a product and improved enterprise reporting reliability.
Key Outcomes
100% of releases moved to automated CI/CD with Azure DevOps.
0 post-launch issues reported after platform rollout.
2 delivery modes unified on one platform: batch and streaming.
ManufacturingData PlatformAzure DevOpsStreaming
InfrastructureMulti-business infrastructure enterprise
How a Global Infrastructure Operator Modernized Its Data Platform for Faster, More Reliable Decision-Making
Datansh helped a multi-business infrastructure enterprise move from fragmented data ingestion and delayed reporting to a scalable Azure data platform with automated pipelines, curated datasets, and near real-time visibility.
Key Outcomes
16–17% lower Synapse compute cost through pause-resume optimization.
3 major business domains enabled on one reusable platform as the solution expanded across operations.
~45% lower manual reporting intervention through automated ingestion, validation, logging, alerts, and pipeline orchestration.
AzureDatabricksSynapseModernization
RecruitmentRecruitment technology company
Scaling a Recruitment Platform Through Database and Backend Optimization
Datansh helped a recruitment technology company improve platform speed, stability, and scalability by redesigning the database, optimizing queries, and refactoring backend workflows for high-volume hiring operations.
Key Outcomes
0 post-launch issues after deployment.
~35% faster recruiter workflow responsiveness across shortlisting, scheduling, and sync-heavy actions.
~30% lower backend support burden through improved maintainability, reduced downtime, and fewer bottlenecks.
BackendDatabaseOptimizationScalability
Oil & GasLarge energy enterprise
Turning Oil and Gas Research Archives into a Queryable Knowledge System
Datansh helped a large energy enterprise transform a vast repository of research papers, technical conclusions, domain expertise, and past project knowledge into an LLM-powered chat interface that let users ask questions and retrieve the right answers instantly.
Key Outcomes
Answer retrieval moved from manual document hunting to natural-language querying in seconds.
~65% lower effort in locating the right document and relevant passage across large technical archives.
~35% faster access to past research conclusions and domain expertise for repeat problem-solving and knowledge reuse.
LLMFastAPIKnowledge SystemVector Search
International OrganizationLarge international organization
Enterprise Reporting Platform Modernization
Datansh helped a large international organization replace a poorly structured Azure SQL reporting foundation with a scalable Databricks-backed data platform, creating a stronger serving layer for enterprise analytics, multilingual reporting, and cross-functional operational insights.
Key Outcomes
Azure SQL foundation modernized into a Databricks-backed Medallion Architecture for better scalability and resilience.
0 critical post-launch issues reported after deployment.
3-stage QA-first release workflow established across Dev, QA, and Production.
DatabricksReportingAzure SQLQA Workflow
ManufacturingU.S.-based multinational manufacturer
From Static ERP Reports to Actionable Manufacturing Intelligence
Datansh helped a U.S.-based multinational manufacturer replace static, number-heavy ERP reporting with a secure Azure-based analytics foundation that unified legacy ERP data, connected additional enterprise sources, and turned reporting into interactive business visibility.
Key Outcomes
+10% revenue improvement in one department after teams could identify and correct missed business issues.
5+ source types unified into one reporting foundation across ERP, CRM, databases, and files.
100% of legacy static number-based reports modernized into interactive Power BI reporting for the targeted estate.
ManufacturingERPPower BIAzure SQL
ManufacturingDistributed chip manufacturing organization
How a Global Manufacturer Built a Power BI Center of Excellence to Standardize Analytics Delivery
Datansh helped a distributed manufacturing organization replace fragmented Power BI development and slow deployments with a governed CoE model built around standardized semantic models, tenant monitoring, and CI/CD-driven release control.
Key Outcomes
Deployment turnaround reduced from hours to minutes.
100 reports and 100 semantic models structured for optimization in a single phase.
-22% Power BI capacity overhead through semantic-model optimization and redundant dataset consolidation.
SemiconductorPower BICoECI/CD
ManufacturingGlobal chipset manufacturer
Modernizing Legacy ETL from Synapse to Databricks for Faster, Lower-Cost Analytics
Datansh helped a global chipset manufacturer replace a slow, manual-heavy Synapse transformation layer with a Databricks-based pipeline architecture that cut cost, reduced manual effort, and enabled near real-time analytics.
Key Outcomes
-50% ETL operating cost through Databricks cluster optimization and removal of Synapse overhead.
60–70% faster load and transform cycles after migrating the ETL architecture.
-80% manual schema-handling effort using PySpark, DLT, and metadata-driven automation.
SemiconductorDatabricksETLDelta Live Tables
ManufacturingGlobal semiconductor manufacturer
Digitizing Foundry Operations with Real-Time KPI Visibility
Datansh helped a global semiconductor manufacturer unify operational data from multiple systems into a centralized analytics layer, giving operations teams and leadership real-time visibility into process health and performance.
Key Outcomes
3 operational source systems unified into one reporting layer: SAP, SharePoint, and on-prem databases.
100% of targeted KPI monitoring digitized into a centralized dashboard environment.
~30% faster issue identification through real-time KPI monitoring and a single source of truth for operational health.
SemiconductorOperationsPower BIReal-Time KPIs
ManufacturingLight manufacturing enterprise
From Manual Plant Reporting to Near-Real-Time Manufacturing Intelligence
Datansh helped a light manufacturing enterprise replace manual spreadsheets and end-of-day reporting with a near-real-time Azure and Power BI analytics foundation that improved yield visibility, reduced scrap, and gave plant teams faster control over production issues.
Key Outcomes
97–99% printer yield visibility with printer performance tracked near real time.
92%+ thermal yield baseline with clear visibility into a key cost-optimization area.
Minutes instead of next shift for issue detection and intervention on resistance, nozzle, and flow-rate abnormalities.
ManufacturingShop FloorPower BINear Real-Time
