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Penny - On Device Money Friend

Your spending and net worth on your iPhone, never uploaded

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Open a bank statement in Penny and it sorts your spending, finds forgotten subscriptions and holds your net worth in any currency, all on your iPhone with Apple's on-device AI. No bank login, no account, no server. Free, no ads, "Data Not Collected".

PH · launched Sep 17, 2026 · 2 upvotes (top 26%) · 0 views

Niche: personal finance and budgeting apps · 424 launches, 44 in the last 7 days ▼ -20% · Explore this niche →

Category and tags
  • Fintech
  • Analytics & BI
  • B2C
  • Not AI
  • Commercial product
  • Fintech
  • Privacy
  • Personal Finance

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More like this: all 424 launches in personal finance and budgeting apps →

Could you build this?

Partial Parsing arbitrary bank statement PDFs and categorizing financial transactions entirely on-device requires specialized local ML models and fine-tuned Apple CoreML pipelines.

What it would actually take: The app must be built in Swift using Vision framework for OCR and CoreML/Apple Foundation Models for semantic transaction categorization and subscription extraction. The core difficulty lies in accurately extracting heterogeneous tabular data from hundreds of different banking PDF layouts without sending data to cloud-based LLMs.

Competitors

Other products that read as similar to this one : 785 launches clear the similarity bar, closest 8 shown.

Attention rank: #258 of 786 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 318 days after the earliest competitor.

  • Nickel · ph · 2026-10-09 · 1 upvotes · similarity 0.59
  • Ascend: Net Worth Tracker · ph · 2026-10-09 · 2 upvotes · similarity 0.58
  • Pennywick: Budget & Receipts · ph · 2026-09-12 · 2 upvotes · similarity 0.58
  • PennyWise · ph · 2026-09-27 · 2 upvotes · similarity 0.58
  • Ctrl Xpenses · ph · 2026-09-28 · 1 upvotes · similarity 0.58
  • Moniqa · ph · 2026-10-08 · 2 upvotes · similarity 0.55
  • MoneyBook · ph · 2026-10-29 · 1 upvotes · similarity 0.53
  • Optiexpense · ph · 2026-11-08 · 1 upvotes · similarity 0.52

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.