Security
you can verify
The full technical detail for your IT department and board — from encryption and access control to the architecture behind every answer Sifta gives.
AI Safety
Our AI runs on a closed architecture, inside our own environment. Whatever you share with it, you never have to worry about that data being used to train language models — the way other companies do.
Other AI Tools
Many popular AI assistants feed the data you enter back into their own training pipeline, to improve their general-purpose models.
Sifta's Closed Environment
Your data stays inside your own isolated environment and is never used to train any language model — for Sifta or anyone else.
The Technical Layer
The infrastructure foundation everything else is built on.
Core Infrastructure
Built on Hono (Node.js) and TypeScript — strict data typing, high stability, and resilience to errors. Powered by Better-SQLite3 in Write-Ahead Logging (WAL) mode for instant reads and writes with no latency.
Multi-Tenant Isolation
Designed strictly around a Shared-Application, Isolated-Data pattern. Every enterprise (Tenant) operates within physically and logically segregated data domains and directory structures.
Intelligence & RAG Layer
A continuous data pipeline that transforms raw uploads into corporate knowledge. Includes a unique 'Knowledge Purgatory' staging phase before AI semantic synthesis and tokenization.
Real-Time WebSocket Protocol
A bidirectional streaming layer built on WebSockets (Node-WS) — real-time streaming of AI responses and instant alerts across the organization.
Definitive Access Model (RBAC)
Sifta operates on a strict three-tier hierarchy: Employee, Manager, and Administrator. Data visibility is enforced mathematically at the database layer. Managers can generate performance summaries exclusively for their direct reports, while AI Agents respect the caller's execution policy boundaries.
Tier 1: Employee
Task Execution, Internal RAG Access
Tier 2: Manager
Team Orchestration, Performance RAG
Tier 3: Admin
System Topography, AI Spending Approvals
Encrypted at Rest, Sterile in Flight
Unlike consumer-grade tools, Sifta treats Knowledge as a liability if exposed. Sifta ensures complete cryptographic segregation. Financial integration tokens (KSeF) and API keys are hashed using PBKDF2 (SHA-512) and encrypted with AES-256 before touching the SQLite disk layer.
Certification status (security audit report, ISO 27001, full GDPR compliance): available on request — ask your technical architect for the current status or the expected completion date.