AI systems drift.
NoDrift prevents it.
As AI systems evolve, integrate with new platforms, and handle more complex workflows, they can drift from their original intent — producing inconsistent outputs, bypassing governance rules, or behaving unpredictably under new conditions.
NoDrift is the BITS answer to that problem. It's a structured verification and monitoring framework that keeps your systems anchored to their designed behavior — detecting, logging, and preventing unauthorized deviation at every layer.
Every layer.
Every system.
AI Model Behavior
Monitors AI output patterns for deviation from trained intent, system prompt alignment, and response consistency across sessions.
Automation Pipelines
Validates that automation workflows execute in the correct sequence, with the correct inputs and outputs, without unauthorized modifications.
Source File Integrity
SHA256 hash verification across all source files confirms byte-for-byte match between verified baseline and current state.
API & Endpoint Behavior
Monitors endpoint responses, error rates, and validation logic to confirm consistent behavior against documented specifications.
Artifact Registry
Verifies kernel module registration remains idempotent and artifact counts match expected baselines across deployment cycles.
Identity & Access
Confirms access control configuration matches intended policy — who can reach what, with what permissions, with MFA enforced.
