customer-intelligence

面向个人与 B 端销售的本地客户军师、成交教练与混合 RAG 决策助手

📖 A curated list of awesome tech resources for customer success and customer intelligence.

A deep exploration of loyalty as a multi-dimensional behavioral system shaped by intent, habit, and sensitivity. This article introduces a geometric framework for modeling customer behavior, predicting churn trajectories, and designing ML systems that understand loyalty as a dynamic state, not a metric.

Full-stack 8-agent customer intelligence dashboard with synthetic workspace generation, feature engineering, churn scoring, sentiment analysis, recommendations, and safe query support.

Outlit SDK

Agent Skills for integrating Outlit customer journey analytics

An end-to-end customer analytics platform leveraging machine learning and business intelligence to support customer segmentation, churn prediction, lifetime value analysis, and strategic decision-making.

Deterministic synthetic two-party conversation corpus generator for testing AI scoring systems.

A premium AI-powered eCommerce operating system for Shopify brands. Centralizes marketing, automation, analytics, customer intelligence, and AI-driven growth workflows.

Customer Call Intelligence using Claude Cowork

Enriched Slack notifications for Stripe, Shopify, and Maxio (Chargify) payment events — customer context, lifetime value, and churn-risk insights. Self-hostable.

An agentic social listening system that finds customer pain and buying intent, drafts human-reviewed A/B responses, and learns from tracked outcomes.

外贸客户情报 Skill：把公开网页线索整理成中英双语、证据可复核的客户背调报告。

Turn raw community conversations into validated customer intelligence using a three-stage Claude Skill reasoning pipeline.

A distributed, LLM-powered microservices architecture for deterministic marketing orchestration on Google Cloud.

Customer value intelligence and retention analytics platform with CLV prediction, RFM segmentation, monitoring, reporting, and executive dashboards.

AI-powered customer intelligence and retention analytics using Power BI, predictive churn modeling, FastAPI, and Ollama.

Enterprise Retail Customer Intelligence & Demand Forecasting Platform | Full-stack analytics with interactive What-If scenario simulation, live SQLite query engine, customer CLV & churn prediction, RFM segmentation, and time-series forecasting (Prophet & XGBoost).

AI customer intelligence platform: turns Google Business Profile reviews into an evolving taxonomy, aspect-level sentiment, low-volume anomaly detection, and evidence-grounded actions. FastAPI · LangGraph · Ollama · PostgreSQL.

Production-ready Machine Learning platform for customer intelligence featuring FastAPI, MLflow, SHAP explainability, model serving, and automated testing.