NEW v1.8.012 On-Device AI Models • 100% Offline

Your Money,
Your Intelligence.

Enterprise-grade personal wealth management powered by 12 on-device AI models including the Needle 2 agentic Copilot. Autonomous SMS auto-import, natural voice expense logger, and smart receipt scanner — protected with SQLCipher 256-bit AES database encryption at rest.

✓100% On-Device AI
✓SQLCipher AES-256
✓11 Languages
✓Zero Data Harvesting
✓Zero Advertisement Trackers
👋 Welcome back, Viva🔒 ENCRYPTED
Total Balance • Cash & Accounts
₹2,48,500.00
Income +₹85,000
Expenses -₹24,350
Recent Ingestions & AI Logs
🛒
Swiggy Instamart
Auto-Import • Food
-₹640.00
☕
Blue Tokai Coffee
Voice Logger • Food
-₹280.00
🧾
Apple Store Mumbai
OCR Scan • Shopping
-₹1,19,900.00
💼
Acme Corp Salary
Direct Deposit • Salary
+₹85,000.00
12
On-Device AI Models
799 KB
Micro-Model Footprint
11
Languages
256-bit
SQLCipher AES Encryption
100%
Offline Local Privacy
✨ Key Capabilities

Designed for privacy.
Engineered for effortless control.

Every single tool you need to track, optimize, and protect your wealth — functioning seamlessly offline without exposing your personal financial life.

🧠

3-Tier AI Categorization

A cascading machine learning pipeline: On-Device TFLite (LiteRT 1.4.0) processes transactions locally in milliseconds, falling back to deterministic regex rules, and serverless Cloud Gemini only on demand.

✉️

Autonomous SMS & Push Auto-Import

Background isolate with intelligent noise & promotional offer filtering (ADR-012) and a persistent 30-second sliding deduplication window. Extracts amounts, merchants, and reference IDs without manual typing.

📷

AI Powered Receipt Scanner

Point your camera at physical bills. A 4-channel image quality auditor analyzes blur, lighting, skew, and crop before on-device OCR extracts line-item totals and merchant details.

🎤

Natural Voice Expense Logger

Log expenses naturally by talking: "Paid 350 for groceries at Nature's Basket via UPI". BiLSTM NER extracts intent, amount, and category instantly with one-tap express confirmation.

⚠️

Spending Anomaly Detector

An on-device autoencoder model analyzes your historical spending curves to detect unusual transaction spikes, double-swipes, or suspicious recurring price increases.

⚡

Field-Level 3-Way Merge & Sync

Batched synchronization queue with CRDT property-level 3-way merge conflict resolution, tag set unioning, and SQLCipher 256-bit AES encrypted local Drift SQLite database.

🤖

On-Device AI Copilot

A tool-using agentic assistant (Needle 2, 13.1 MB) that answers budget and spending questions in plain language — including Hinglish, Kanglish, Tenglish and Tanglish — with zero cloud calls.

📊

Budgets, Goals & Subscriptions

Smart budget recommendations, savings-goal predictions, recurring-subscription auto-detection, and an in-app math keypad that evaluates split-expense formulas inline.

monito_on_device_ml_inventory.yaml
1. transaction_categorizer 166.0 KB 20-Category Classifier
2. sms_classifier 68.2 KB Financial SMS & Tokenizer
3. voice_intent_parser 75.6 KB Voice Command BiLSTM NER
4. anomaly_detector 7.6 KB Autoencoder Reconstruction
5. budget_recommender 10.8 KB Budget Regressor
6. subscription_detector 29.4 KB Billing Frequency ML
7. entity_extractor 37.6 KB 9-Class Entity Tokenizer
8. goal_predictor 18.9 KB Savings Goal Amortization
9. notification_timing 25.9 KB Smart Notification Timing
10. receipt_quality 287.8 KB 4-Channel CNN Quality Check
11. semantic_search_encoder 71.6 KB 64-Dim Vector Embeddings
12. needle2_copilot_agent 13.1 MB On-Device Agentic LLM (Cactus)
Micro-Models Footprint (11 TFLite): 799.3 KB (0.78 MB)
Needle 2 Agent (fully offline):13.1 MB
🤖 On-Device Intelligence

12 AI Models.
13.9 MB Total.
Zero bytes ever leave your phone.

Monito contains a state-of-the-art machine learning stack running entirely on your mobile device processor. Zero cloud processing is required for transaction categorization, receipt quality audits, natural voice understanding, or anomaly detection.

Tensor computations execute in dedicated background isolates (MlIsolateWorker) to ensure a silky-smooth 120 FPS frame budget without ever locking the UI thread.

⚡Powered by Google AI Edge LiteRT 1.4.0
🛡️ Banking-Grade Security & Privacy

Your financial life belongs to you.
Never sold. Never harvested.

Unlike traditional fintech apps that monetize your personal transaction history, Monito is engineered from day one with banking-grade cryptography and 100% offline data integrity.

🔒

SQLCipher 256-bit AES Encryption

Your local SQLite database is encrypted at rest using 256-bit AES keys generated in the device Hardware Keystore or Apple Secure Enclave.

🛡️

Device Integrity & Root Detection

Continuous asynchronous auditing of OS security layers warns you if operating system root or jailbreak vulnerabilities are detected.

📦

GDPR & CCPA Data Portability

Full one-tap encrypted ZIP data export and irreversible "Type DELETE to confirm" account and database erasure.

🌐

Fail-Closed SPKI SSL Pinning

All optional cloud synchronization requests are locked with SHA-256 certificate hashes, completely blocking Man-in-the-Middle network snooping.

📱 Get Monito v1.8.0 Today

Take total control of
your financial destiny.

Available on Android and iOS. Experience the world’s most advanced offline-first, AI-powered money management system.