Connect Without Writing Code
Use bank export files, secure aggregators, or email parsers to funnel data into a single table. Zapier, Make, or IFTTT can watch inboxes, drive folders, and APIs, then add rows automatically. Schedule frequent syncs, add basic validation, and tag every source so lineage stays transparent. Share your stack in the comments, and we’ll suggest reliable connectors that respect your security expectations and regional banking norms.
Normalize, Categorize, and Enrich
Create consistent fields for date, merchant, amount, and category, then apply rules that rewrite vendor names, merge duplicates, and convert currencies. Maintain a living category dictionary reflecting your real life, not generic labels. Append notes, locations, and receipt links for context that explains spending patterns. This careful normalization makes charts honest, alerts accurate, and monthly reviews pleasantly fast. Tell us your hardest-to-categorize merchant, and we’ll propose a durable rule.