Data processing, spreadsheets, databases and analytics
Autonomous data cleaning, normalisation and deduplication
CSV and Excel from different sources with different formats (+3630…, 06-30…, 30/…; 2026.03.19, 19/03/2026, March 19). The AI fixes encoding (ISO-8859-2 mangled ő and ű), standardises addresses, tax numbers, IBANs and names, and fuzzy-matches 'Kovács és Társa Kft.', 'Kovács & Társa Kft' and 'Kovacs es Tarsa Kft.' as one partner, merging histories in the CRM and mailing lists.
Tools
- Claude
- n8n
- Supabase
How it works
- 01Encoding and format repair
- 02Standardisation of key fields
- 03Semantic deduplication and merge
Source: AI Automation Market Report and Practical Guide (2025–2026)
Related services
Related terms
Recipes in this category
- 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
- Predictive modelling: LTV and churn prediction
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