Data processing, spreadsheets, databases and analytics
Predictive modelling: LTV and churn prediction
Who is about to leave? The AI watches order frequency and login habits; a monthly buyer silent for 45 days moves to the 'at risk' segment and a personal outreach task goes to sales. RFM segmentation (recency, frequency, monetary) finds the top 10% most valuable customers and dedicates VIP offers and loyalty discounts to them automatically.
Tools
- Supabase
- Claude
- HubSpot
How it works
- 01Behavioural monitoring
- 02At-risk segment and outreach task
- 03RFM-based VIP programme
Source: AI Automation Market Report and Practical Guide (2025–2026)
Related services
Related terms
Recipes in this category
- Autonomous data cleaning, normalisation and deduplication
- Supplier price-list and catalogue harmoniser
- Natural-language database and Excel search (text-to-SQL)
- Cross-system ETL and central data warehouse
- Real-time anomaly detection and business alarm (AI anomaly guard)
- Self-generating weekly and monthly executive reports
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