Nicheloom

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Privy Pilot

Read any contract on your iPhone. Nothing leaves the phone.

Details

External ID
1251823
Source
PH
Company
—
Product
Pilot
Website domain
producthunt.com
Launched
Sept. 18, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Privacy, Legal, Artificial Intelligence, OpenAI Day
Fetched at
Sept. 19, 2026, 1:14 a.m.
Updated at
Sept. 19, 2026, 1:14 a.m.

Description

Open a lease, NDA, employment or freelance contract on your iPhone. Privy Pilot pulls out the vitals (parties, money, dates, notice periods), flags one-sided clauses in plain English with the exact quote and page number, and answers your questions with citations. When the document doesn't answer, it says so. The AI model runs on the phone's chip via MLX: no server, no account, nothing uploaded. Built by a lawyer for RevenueCat's #Shipaton. Free to download, 3-day trial, pay once.

Enrichment

Theme
automated legal and compliance tools
Vertical
Legal
Function
Agent / copilot
Audience
Prosumer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
on-device contract analysis tool for iphone users
Manually corrected
False

Could you build this?

Partial Building an iOS PDF viewer is straightforward, but running high-precision legal contract extraction and citation locally without leaking data is bounded by severe mobile RAM and inference constraints.

What it would actually take: The architecture requires Swift integrating an on-device inference engine (such as CoreML or llama.cpp via Metal) running a quantized small language model (3B-4B parameters). The core bottleneck is optimizing memory usage to ingest multi-page legal documents and execute local vector search/RAG within strict iOS per-app RAM boundaries (often under 2-3 GB) while maintaining deterministic citation accuracy.

Competitors

Other products that read as similar to this one — 110 launches clear the similarity bar, closest 8 shown.

Attention rank: #56 of 111 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 271 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.