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Security Architecture Comparison

Security Vector Traditional Cloud Advisor CairnIQ Zero-Trust Model
Data Persistence Persisted on cloud SaaS database servers 100% Local database (user_data/ directory)
API Secret Storage Handed to cloud backends / database Encrypted in OS secure Keychain/Keyring
Ad-hoc Analytics Run Computed on remote server nodes Run 100% offline via local formulas
Telemetry & Cookies Tracking, usage analytics, cookies Zero trackers, zero analytics metrics
Model Training Guard Prompts used for model weights loops Excluded from training via developer APIs

Keychain Secrets

Storing API credentials in plain `.env` config text files creates serious safety exposures. CairnIQ contains an automated system integration keyring tool. Upon server startup, credentials are migrated out of `.env` files and encrypted natively in your macOS Keychain or Linux Secret Service system.

Isolated Boundaries

Your net worth details, transactions logs, and Chat transcripts are kept locally. Although LLM reasoning uses external endpoints, CairnIQ connects via enterprise developer API keys (Anthropic/OpenAI API/AWS Bedrock) whose legal policies forbid prompt caching or models training loop updates.

Local Data Footprint Map

Where files and logs reside on your local machine. You can inspect or back up this entire directory tree at any time.

cairniq/
user_data/ <-- Contains all persistent data
cache/ (Temporary yfinance history caching)
portfolio_summary.json (Deduplicated aggregates holdings data)
graph_memory.json (Persistent NetworkX memory graph database)
journal.json (Local trade post-mortems and reasons)
[OS Keychain Store] (Encrypted credentials keyring database)
agent/ (Inspectable open source multi-agent source code)
tools/ (Deterministic local calculator scripts)

Your Wealth. Your Data. Your Machine.

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