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🚀 The First Press

MVP Builds

Need a new internal tool, pricing engine, or customer portal? We ship fast, clean, and maintainable applications designed to last long after the demo. Built for the future, not just the pitch deck.

What we ship

  • ⚡ Internal pricing & quoting tools
  • ⚡ Inventory & allocation dashboards
  • ⚡ Customer self-service portals
  • ⚡ Proof-of-concept ML classifiers
  • ⚡ API-first micro-apps with auth

Typical timeline

Week 1–2Discovery + wireframes
Week 3–5Core build + API integration
Week 6UAT with pilot users
Week 7–8Production deploy + handoff docs

Example deliverables

Packaging Price Optimizer, Internal Tool

priceoptimizer.internal · SKU Pricing

SKU-44821 · Corrugated Box 18×12×10

Model v3.2
Current price
$2.14
Suggested
$2.28
Margin impact
+4.2%
Confidence
87%
SKUCategoryCurrentSuggestedΔ Margin
SKU-44821Corrugated$2.14$2.28+4.2%
SKU-33102Folding carton$1.87$1.92+1.8%
SKU-55219Labels$0.44$0.41-2.1%

Delivery Sprint Board

Sprint 3 · Price Optimizer MVP · Jun 2026
Backlog
ERP price sync API
Bulk upload CSV
In Progress
ML model retrain pipeline
Role-based access (RLS)
Review
Pricing simulation UI
Done ✓
Auth + SSO (Azure AD)
SKU lookup & detail view
CI/CD to Azure App Service

Solution Architecture

Architecture diagram · v1.0
🖥️
React SPA
Azure Static Web
→
⚡
FastAPI
App Service
→
🧠
ML Model
scikit-learn
🏭
SAP ERP
Price master
↔
❄️
Fabric Lakehouse
Training data
↔
🔐
Azure AD
SSO + RBAC