Governed Data Models
Conformed dimensions, fact tables, and SCD management for consistent analytics across teams.
Retail Analytics & BI Dashboard
Retail Analytics & BI Dashboard for Retail
Self-service analytics and executive dashboards purpose-built for retail: sales and margin, GMROI, sell-through, stock cover and aging, promo and price analytics, cohort and CLV, churn and win-back, store operations, and marketplace profit and loss with governed data models and real-time feeds from POS, e-commerce, ERP, and WMS.
Analytics Impact
Retail Analytics Suite
Data, Dashboards and Insights
- Governed data models for consistency
- Real-time feeds from POS, e-commerce, ERP, and WMS
- Self-service dashboards for business users
- Sales, margin, GMROI, and inventory analytics
- Customer cohorts, CLV, and churn analysis
Optimized for Retail Analytics
Comprehensive Analytics & BI Management
Our analytics platform provides self-service dashboards and governed data models for retail operations of all sizes.
Self-Service Dashboards
Business users create and share dashboards without IT dependency for faster insights.
Core Features
Standard Features for Retail Analytics
Comprehensive feature set covering data ingestion, analytics, governance, and integrations. Enable features progressively based on your retail analytics needs.
Retail Data Model
Conformed dimensions, fact tables, and SCD management.
Data Ingestion and ELT
Streaming and batch connectors from POS, e-commerce, ERP, and WMS.
Sales and Margin
Daily and hourly sales, mix, margin bridges, category and brand views.
Inventory and Availability
Stock cover, aging, OOS rate, reservations, and DC and store visibility.
Merchandising and GMROI
Sell-through, turns, GMROI, lifecycle tracking, and size curves.
Pricing and Promotion
Elasticity, uplift, cannibalization, halo effects, and promo ROI.
Customer and Loyalty
RFM and CLV, cohorts, repeat rate, churn risk, and NPS and CSAT.
Store and Associate Ops
Traffic versus conversion, basket size, labor KPIs, and cashier variance.
E-commerce and Marketplace
Conversion funnels, fulfilment SLAs, cancellations, and channel profit and loss.
Forecasting and What-If
Demand forecasts, inventory projections, and financial scenarios.
Alerts and Subscriptions
Threshold alerts, anomaly detection, and scheduled emails and WhatsApp.
Data Governance and Security
Row-level security, PII masking, lineage, audit, and RBAC and SSO.
Integrations
POS, ERP, WMS, e-commerce, payment gateways, and data warehouse.
Business Benefits
Why Choose Our Analytics Platform
Deliver clarity, actionable insights, speed to value, trust, and scale with our comprehensive analytics solution.
Clarity and Alignment
One version of the truth across teams and channels.
Actionable Insights
Promo ROI, OOS, and churn risk translate to fixes.
Speed to Value
Templates and conformed models shorten time to first dashboard.
Trust and Compliance
Governed access, lineage, and audit keep data safe.
Scale and Performance
Columnar storage, aggregates, and cache for speed.
Any Device
Responsive dashboards for HQ and stores.
Technology and Integration
Seamless Integration with Retail Systems
The system integrates with POS, ERP, WMS, e-commerce platforms, payment gateways, and BI tools to provide end-to-end retail analytics.
Integration Options
- POS, e-commerce, ERP, and WMS connectivity
- CDC and ELT for real-time data ingestion
- Semantic layer for governed analytics
- Row-level security and PII masking
- Forecasting and anomaly detection
- Alert subscriptions and notifications
- Data warehouse and lake integration
- API-first and SSO for seamless access
What You Get
- Branding (dashboards and PDF)
- Custom KPIs and models
- Trial access until go-live
- Annual maintenance including change requests
- On-prem or cloud deployment
Implementation Approach
Structured Rollout, Measurable Outcomes
A practical rollout approach to implement analytics capabilities with measurable results. Validate the system with realistic retail scenarios before full-scale deployment.
Before Go Live
- Data model design and conformed dimensions setup.
- Connector configuration for POS, e-commerce, ERP, and WMS.
- ELT pipeline and data quality validation.
- Dashboard templates and KPI definitions.
- User training and access controls setup.
After Go Live
- Active support and data pipeline monitoring.
- Dashboard optimization and performance tuning.
- Enhanced analytics and new KPI additions.
- Ongoing data governance and security reviews.
Rayterton can start without upfront payment. The focus is to validate fit through working workflows and real outputs before scaling rollout.