On-Time In-Full (OTIF) score, defect PPM penalty tiers, lead-time variance credit, and dynamic vendor qualification tiering. Built for GenPark (https://www.genpark.ai).
-
Updated
Oct 21, 2026 - Python
On-Time In-Full (OTIF) score, defect PPM penalty tiers, lead-time variance credit, and dynamic vendor qualification tiering. Built for GenPark (https://www.genpark.ai).
On-Time In-Full (OTIF) score, defect PPM penalty tiers, lead-time variance credit, and dynamic vendor qualification tiering. Built for GenPark (https://www.genpark.ai).
Real-time OTIF (On-Time-In-Full) SLA monitoring: SQL window functions, PostgreSQL RLS/materialized views, and Power BI + Power Automate event-driven alerting.
Python portfolio applied to Supply Chain & Operations: OTIF KPI, Inventory ABC/ROP, and report automation (Excel).
Supply chain analytics on 180K orders ($36.8M): on-time delivery, OTIF, SLA breach & perfect order KPIs by region and shipping mode | Excel · Python · SQL Server · Power BI
End-to-end supply-chain analytics control tower: SKU-level demand forecasting, safety stock & reorder optimization (OR-Tools), OTIF and vendor scorecards. Built with Airflow, dbt, DuckDB, and Streamlit.
Creation a logistics and supply chain dashboard for OTIF Analysis
Operations analytics that audits its own numbers: OTIF, forecast accuracy, ABC-XYZ and Pareto with a mandatory honesty block. JSON-only, built for AI agents and pipelines.
BI-система коммерческого аудита ритейла: ABC-анализ маржинальности, оценка надежности поставщиков по OTIF и What-If калькулятор заказа (PostgreSQL, DataLens)
[1] What if delays are not random - but predictable?
How honest is your on-time KPI? A five-rung OTIF metric ladder, driver-decomposition charts and a Streamlit explorer for delivery-performance data.
AI-powered supply chain platform: OTIF Compliance Copilot + Exception Brain. Built with Claude API, Next.js 16, Supabase. UAE/GCC market.
This dashboard was created at the request of the Trading House Director to provide a comprehensive view of business performance.
OTIF scoring in LangGraph: deterministic core, LLM at the edges. Typed state, SQLite checkpointing, human-in-the-loop interrupts, versioned scoring policies.
Dashboard Executivo de S&OP (Sales & Operations Planning) focado em nível de serviço logístico (OTIF) e gestão de risco financeiro. Pipeline End-to-End integrando SQLite/DBeaver, Python/VS Code e Power BI a partir do dataset DataCo Supply Chain.
Análise de dados logísticos com o dataset DataCo Smart Supply Chain — OTIF, lead time e taxa de atraso por região, modal e categoria.
Interactive Excel logistics dashboard tracking OTIF, SLA compliance, delay trends and return rates across 200 shipments — revealing a 42.5% SLA breach rate and 235% increase in delays from January to July.
Las ineficiencias en la cadena de suministro representan una fuga del 5-15% de los ingresos en empresas de manufactura y construcción. Este proyecto es una solución **End-to-End** diseñada para proporcionar visibilidad operativa y decisiones proactivas.
This project contains two PostgreSQL queries used to build widgets for an **OTIF (On-Time In-Full) dashboard**, which helps monitor supplier performance and delivery accuracy across clients and distribution centers.
End-to-end supply chain analytics project analyzing supplier delivery, forecast accuracy, inventory exposure and quality risk using Power BI and SQL
To associate your repository with the otif topic, visit your repo's landing page and select "manage topics."