ZD
ZeroDrift Cloud
AI Drift Validation
Alpha Access Powered by NorthStar

Measure. Prove. ZeroDrift.

ZeroDrift Cloud is an independent validation layer for AI-driven development teams. Detect AI drift, quantify wasted cycles, and prove that your agents are actually following the NorthStar project management framework.

Request Early Access Built for PMs, engineering leaders, and AI teams.
AI Drift Detected
Real-time
Hours of AI Waste
Quantified
NorthStar Compliance
Scored
Project S01 - S012 · PM Tutor
ZeroDrift ACTIVE
Hours of Potential Waste
648–972
Baseline, No Guardrails
Actual Hours Wasted
50
With NS + ZD
Sprints with Zero Drift
11
Audit-verified run

ZeroDrift ingests NorthStar files, sprint logs, and targeted code diffs to calculate verifiable AI efficiency. Every metric has a corresponding audit record—no black boxes.

The Problem

AI coding assistants promise acceleration. In practice, teams see duplicated effort, invisible rework, and code that drifts away from architecture. Leaders have no objective way to quantify waste or prove that guardrails are working.

AI Drift

Agents rebuild existing systems, ignore architecture, and bypass processes. Reviews catch it late.

Invisible Waste

There is no metric for "AI hours wasted." Teams see speed, not the rework and abandoned branches.

Fake Confidence

Compliance decks claim guardrails, but there's no external verification that agents actually follow them.

How ZeroDrift Cloud Works

ZeroDrift connects to your AI-assisted workflow as an independent validator. It sits beside your tools and tells you whether your agents are actually obeying NorthStar and protecting your architecture.

  • Ingest – Pull in NorthStar files, sprint logs, and targeted code diffs via API.
  • Analyze – Detect drift, missing documentation, unapproved components, and silent rebuilds.
  • Score – Calculate ZeroDrift Score for each project with an audit trail.
  • Alert – Surface violations in dashboards, reports, or Slack notifications.
System Overview
Inputs
NorthStar files, sprint checkoffs, code diffs, CI metadata.
Engine
Drift rules, waste models, compliance checks, and scoring logic.
Outputs
ZeroDrift Score, drift incidents, waste estimates, compliance status.