Omnia Retail
Enterprise Pricing Control Center & Multi-ERP Real-Time Ledger
Algorithmic repricing and omnichannel ERP ledger unifying 42 disparate regional databases across 800 physical retail distribution centers with Debezium CDC and sub-120ms inventory recalculation.
Dynamic price recalculations across European markets
SAP, Oracle, Navision & legacy SQL integrated
Reduced from 6-hour batch recalculations
Elasticity-optimized pricing across 800 distribution centers
A pan-European omnichannel retail enterprise operated 42 fragmented regional ERP systems resulting from decades of mergers and acquisitions. Regional distribution hubs ran a combination of SAP R/3, Oracle E-Business Suite, Microsoft Dynamics NAV, and bespoke on-premise SQL databases.
Price adjustments and catalog changes took over 6 hours to propagate through nightly batch exports. During promotional peaks (Black Friday, seasonal sales), regional storefronts displayed conflicting prices, while inventory discrepancies caused 14% of online orders to cancel due to ghost inventory.
Core Workstreams Executed:
- Deployed non-invasive Change Data Capture (CDC) pipelines utilizing Debezium and Kafka without taking table locks on legacy ERPs.
- Engineered a unified product catalog ledger normalizing 18.5 million SKUs into a consolidated real-time schema.
- Built a dynamic pricing elasticity engine executing real-time competitor price matching with automated margin floor safeguards.
- Constructed the Omnia Pricing Control Center allowing retail merchandising directors to manage enterprise pricing rules with sub-second execution.
Pricing Control Center SKU Velocity & Margin Telemetry
The central pricing command dashboard displays live pricing adjustments across European retail networks. Merchandisers can monitor price elasticity curves, competitor price moves, and gross margin protection metrics in real time.
- check_circle Real-time tracking of 18.5M SKUs recalculating prices based on supply elasticity
- check_circle Instant margin safeguard locks preventing accidental sub-cost discounting
- check_circle Synchronized inventory counters updating across 800 distribution centers in 120ms
Competitor Benchmarking & Dynamic Elasticity Grid
A detailed inspection into the algorithmic pricing decision module. The system evaluates competitor scrape rates, historical sales volume, and stock run-out velocity before executing price updates.
- check_circle Automated scraping and normalization of 240+ competitor retail storefronts
- check_circle Multi-channel price push confirmations verifying POS terminals and web shops
- check_circle Complete audit trail tracking the algorithmic rationale behind every price mutation
We solved the multi-ERP fragmentation by implementing log-based Change Data Capture via Debezium. By reading database transaction write-ahead logs (WAL) directly, we captured every price, stock, and order mutation with zero query load on operational ERP databases.
Transactions flow into an Apache Kafka event spine where Apache Flink stateful stream processors reconcile inventory buffers. Dynamic pricing algorithms consume competitor scraping feeds and compute optimal price elasticity curves, publishing approved prices back to storefronts within milliseconds.
Core Production Stack:
7-Stage DAG Architecture Blueprint
Live signal pulses tracing data ingress through classification, parallel branches, and persistent storage
Measurable Impact & Concrete Business Returns
Every line of code delivered for Omnia Retail was engineered to eliminate systemic bottlenecks, reduce infrastructure spending, and accelerate business throughput without vendor lock-in.
| Architectural Metric | Pre-Existing Legacy Monolith | Generic Solution Engine |
|---|---|---|
| Catalog Price Update Latency | 6.5 hours batch overnight delay | 120ms real-time event synchronization |
| Ghost Inventory Order Cancellations | 14.2% of peak orders cancelled | 0.0% ghost inventory across 800 centers |
| Enterprise Gross Margin | Eroded by uncoordinated discounts | +4.6% gross margin uplift across all categories |
| ERP System Integration Cost | $8M estimated for full ERP replacement | Saved $6.2M by strangulating legacy databases |
100% IP Ownership
Full source code, Git history, Terraform state, and Docker containers transferred to your enterprise GitHub organization. Zero licensing fees or royalty locks.
Enterprise Security Standards
Audited for SOC-2 Type II, HIPAA BAA enclaves, and GDPR Article 32 compliance with mathematically verified cryptographic audit trails.
10-Day Production Kickoff
Senior engineering pods embedded into your Jira, Slack, and GitHub workflows within 10 days of alignment.
"Omnia Retail replaced decades of fragmented ERP chaos with a synchronized, real-time pricing engine that added millions to our bottom line in the first quarter alone."
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