LoyalCloak vs NotingDown

Censor private data & shrink docs to fit any AI prompt. LoyalCloak is the zero-cloud, privacy-first document pre-processor built to censor sensitive data, slash token costs, and format documents before pasting into AI assistants like ChatGPT, Claude, DeepSeek, Gemini, and NotebookLM. WHY SHRINKING TOKEN SIZE MATTERS - Prevent AI Hallucinations: Cluttered formatting, repeating headers, and whitespace waste model attention. Stripping fluff focuses the AI on core context, improving accuracy. - Bypass Prompt Upload Limits: Never get blocked by "Prompt is too long" errors. Intelligent layout normalization compresses documents by up to 50%, letting massive files fit in one prompt. - Slash API Costs & Latency: Fewer input tokens directly reduce API bills and yield faster response times. 100% ON-DEVICE PRIVACY & ZERO TELEMETRY - Zero network calls: Documents and parsed data never leave your device. - RAM-only execution: Sanitization and ML inference run in transient memory and are dropped immediately. - Zero analytics, tracking SDKs, or cloud server storage. NOTEBOOKLM EXPORT & SMART SPLITTER - Bypass Source Limits: NotebookLM caps sources at 500,000 words, and large PDFs often fail to upload. LoyalCloak cleans and prepares documents so they upload reliably. - Calibrated Word Budgets: Automatically split oversized documents into structured Markdown parts with clean section breaks (500k, 100k, 50k, or 25k word presets). - Batch Merge: Combine multiple research notes into consolidated, model-ready NotebookLM sources with 1 tap. AI DEEP SCAN - ON-DEVICE PERSON-NAME RECOGNITION (PRO) - Next-Gen Local ML: On-device DistilBERT transformer (quantized int8) runs via ONNX Runtime directly on your device. - Person-Name Detection: Accurately detects and redacts names in unstructured text without sending data to the cloud. - Reversible Pseudonymization: Replace real names with realistic pseudonyms ("Jane Doe" -> "Alex Abbott"). Paste the AI's response back to restore original names with 1-tap. AUTOMATED PII CENSORSHIP & REDACTION - Standard Redaction: Redact emails, phone numbers, FDA NDC drug codes, and ICD-10 diagnosis codes. - Pro Deep PII Censorship: Redact credit cards (Luhn-verified), SSNs, IBANs, IPv4/IPv6, API keys, secrets, national IDs, and custom regex rules. - Pro Pattern Library: Checksum-validated NPI, DEA, MRNs, court dockets, and account numbers with per-detector toggles. - FRCP 5.2 Masking (Pro): Keep only the last 4 digits of SSNs, cards, and account numbers for legal filings. - Allowlist: Whitelist trusted terms or corporate domains so they are never touched. PRIVACY AUDIT REPORT (PRO) - Export timestamped, on-device audit logs of redacted items as PDF or Markdown (Summary, Masked, or Full detail). FIT ANY AI CONTEXT BUDGET - Real-time token metrics via on-device BPE (OpenAI/ChatGPT, Claude, Universal estimation). - Smart Auto-Chunking (Pro): Split long docs on section boundaries with [part_N_of_M] tags. - Custom XML Wrappers (Pro): Encapsulate output in structured [context] prompt tags. MULTI-FORMAT & OCR SUPPORT - Supports PDF, Word (DOCX), EPUB, HTML, CSV/XLSX, Text (.txt, .md), and images via on-device OCR. - iOS Share Extension: Send documents straight from Files, Safari, or Mail in 1 tap. - Save & Share: Copy markdown with 1 tap, save as .md, export for NotebookLM, or share. TERMS & PRIVACY - Privacy Policy: https://doc.loyallogic.org/privacy - Terms & EULA: https://doc.loyallogic.org/terms Censor your data with total confidence and make any document fit your AI prompts.

NotingDown is a simple, focused place for your notes, ideas, plans, and daily thoughts. Create and edit notes with a clean writing experience. Organize them by category, mark important notes as favorites, search across titles and content, and sort your collection the way you prefer. Use quick actions when you want to start writing immediately. Dictate a voice note when typing is inconvenient. Review lightweight analytics to understand your note-taking habits, and export your notes when you want a portable copy. Highlights: • Fast note creation and editing • Search, categories, favorites, and sorting • Voice-note support • Quick ideas and daily journal shortcuts • Note analytics and smart suggestions • CSV and JSON export options • Local, private storage on your device • Light and dark appearance support NotingDown keeps the experience straightforward so you can spend less time managing an app and more time capturing what matters.