loss-prevention

The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time market intelligence.

Monitor cloud spending, auto-kill runaway services. Born from a $91K Cloudflare bill.

🏴‍☠️🏴‍☠️Tells a robber in a balaclava from a customer in a surgical mask — real-time concealed-face detection for retail CCTV. Pose-based orientation, occlusion-hardened tracking, zero training.🏴‍☠️

Loss prevention and policy enforcement for generative AI tools (ChatGPT, Gemini, Cursor, Claude, Copilot). Lightweight endpoint agent + local proxy; zero-latency redaction and DLP. ZeroShield ecosystem.

A loss-prevention reading of European police-recorded crime: 8 Eurostat offence categories, 41 countries, 2008-2024, plus a German BKA panel to 2025 by Bundesland.

Chitr professional case-study showcase (documentation only, no source code)

Offline-first CCTV loss-prevention pipeline (sanitized PoC): FreeCam MP4 → camera health → detection/tracking/zones → ArUco identity → POS-exception risk scoring → incident report + chat assistant. Python · OpenCV · FastAPI. All names/data fictitious.

食品行业临期/保质期管理 AI 副驾 · 企微每日预警 + AI 处置建议 + 一键决策派单 + 月度 ROI 报告 · Open Core 自助试用，docker compose 一键跑通

Open-source AI skills for private investigation, security operations, evidence, OSINT, risk assessment, and lawful investigative analysis.

Free business resources on Loss Prevention, Inventory Management, Procurement, Internal Audit, Cost Control, and Operations Excellence.

"Strategic E-commerce analytics. Features 4 interactive Power BI dashboards covering Financial KPIs, Operational efficiency, and Revenue Loss analysis. High priority was given to Data Cleaning and DAX optimization. The project integrates AI-powered Forecasting and UTM campaign tracking to transform raw data into actionable insights."

News loss-prevention signal directly inside TradingView. Auto-detects the current pair, shows a draggable CLEAR/BLOCKED badge on the chart, and fires desktop warnings before blackouts.

A technical framework and checklist for securing industrial warehouses in Dallas-Fort Worth using modern Access Control Systems and IoT security protocols.

Inventory & shrinkage control for food retail — order-cycle-aware recommendations from real consumption history. Piloted at the store I managed (sanitized demo data). React + Vite, zero backend

AIMGroup is marine cargo ship surveyors and consultant with expertise on class and risk managing on seaworthiness and tecnical condition.

Lexius — independent third-party profile of a public API surface, by API Evangelist. Lexius is a Y Combinator-backed AI loss-prevention platform that turns a retailer's existing security cameras into proactive, revenue-protecting systems. It detects shoplifting in real time (concealment, product sweeping, known-offender entry), sends instant mobile

Enterprise-level UK retail shrinkage & ORC intelligence dashboard built in Power BI with ML risk scoring

Appriss Retail — independent third-party profile of a public API surface, by API Evangelist. Appriss Retail provides AI-powered solutions that help retailers manage Total Retail Loss across in-store and online channels. Its SaaS platform combines data intelligence, decision intelligence, and workflow intelligence to reduce returns fraud, shrink, an

Roost — independent third-party profile of a public API surface, by API Evangelist. Roost is a Sunnyvale, California home-telematics company that helps property and casualty insurance carriers modernize homeowners and commercial insurance with smart, in-home sensors and monitoring.

Theretailequation — independent third-party profile of a public API surface, by API Evangelist. The Retail Equation (TRE) is an Irvine, California software and analytics company that helps retailers detect and prevent fraudulent transactions and reduce return/exchange policy abuse.