Swiss Tech Corp AG2026
CAPABILITIES / ANALYTICS

Advanced Analytics

Transforming data into strategic intelligence and competitive advantage

From Data to Decisions

Every organization has data. Few have intelligence.

Data sits in silos. Reports take weeks. Dashboards show what happened, not what to do. The promise of data-driven decision making remains unfulfilled.

Swiss Tech Corp builds analytics infrastructure that transforms data into action.

The Analytics Maturity Journey

Level 1: Descriptive

"What happened?"

Historical reporting, Basic dashboards

Level 2: Diagnostic

"Why did it happen?"

Drill-down, Root cause, Correlation

Level 3: Predictive

"What will happen?"

Forecasting, Trend projection, Risk scoring

Level 4: Prescriptive

"What should we do?"

Optimization, Recommendation, Automation

Most organizations plateau at Level 1. We accelerate the journey to Level 4.

Technical Stack

Data Integration

SourcesDatabases, APIs, Files, IoT
ProcessingETL/ELT pipelines, Real-time streaming
StorageData lakes, Warehouses, Graph DBs

Analytics Engine

Business IntelligenceInteractive dashboards, Embedded analytics
Advanced AnalyticsStatistical, ML, Simulation
Real-TimeStream processing, Alerting

Visualization

DashboardsExecutive, Operational, KPI tracking
ExplorationAd-hoc analysis, Data discovery
ReportingScheduled, Custom formatting

Data Science Platform

DevelopmentNotebooks, Tracking, Version control
DeploymentModel serving, Monitoring, Automation
GovernanceCatalog, Lineage, Quality

Solution Areas

Financial AnalyticsCustomer AnalyticsOperational AnalyticsRisk AnalyticsMarketing Analytics

Implementation Approach

Phase 1: Foundation4-8 weeksAssessment, Architecture, Deployment
Phase 2: Quick Wins8-12 weeksPriority dashboards, Key reports, Training
Phase 3: Advanced Capabilities12-24 weeksPredictive models, Advanced automation
Phase 4: Continuous EvolutionOngoingNew use cases, Model refinement

Case Studies

Retail: Customer 360

Challenge

Customer data in 15 systems, no unified view

Solution

Customer data platform with predictive analytics

Results
AchievedSingle Customer View
+40%Marketing Efficiency
+15%Customer Retention
+22%Revenue/Customer

Manufacturing: Operational Excellence

Challenge

No visibility into production efficiency

Solution

Real-time operational dashboards + optimization

Results
Real-timeOEE Visibility
+18%Efficiency
-30%Quality Issues
HoursDecision Time (was Days)

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