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The Capital Reformation: 18 Theses on the death of operational wasteRead Now โ†’
AAS

Drift Detection

Real-Time Drift Detection

Catch scope creep, spend overruns, ownership gaps, and infrastructure drift, before quarterly reviews surface problems too late.

Drift Types

Four Dimensions of Drift

Every form of drift that silently erodes initiative value, detected automatically.

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Scope Drift

High

Detects unauthorized requirement additions, feature creep, and deliverable expansion that silently inflate project scope and cost.

  • โœ“Requirement count vs. baseline
  • โœ“User story injection rate
  • โœ“Deliverable expansion tracking
  • โœ“Change request frequency
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Spend Drift

Critical

Monitors budget vs. actual spend in real time. Catches overruns, acceleration in burn rate, and unexpected cost spikes before they compound.

  • โœ“Budget vs. actual variance
  • โœ“Burn rate acceleration
  • โœ“Cost spike detection
  • โœ“Forecast deviation alerts
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Ownership Drift

Medium

Identifies when responsibility gaps emerge: orphaned work streams, absent sponsors, or accountability dissolving across reorganizations.

  • โœ“Sponsor engagement frequency
  • โœ“Decision velocity tracking
  • โœ“RACI gap detection
  • โœ“Orphaned workstream alerts
๐Ÿ–ฅ๏ธ

Infrastructure Drift

Medium

Tracks deviations between planned and actual infrastructure usage: cloud resources, license consumption, and environment configuration.

  • โœ“Provisioned vs. consumed resources
  • โœ“License utilization variance
  • โœ“Environment configuration delta
  • โœ“Cloud cost anomaly detection

Live Alerts

Real-Time Alert Stream

Every drift event generates an actionable alert with context, severity, and recommended next steps.

Active Drift Alerts
14 active ยท 23 resolved (7d)
Scope Drift2 min ago

Cloud Migration v2: 14 new requirements added without approval. Scope expanded 23% beyond baseline.

Spend Drift18 min ago

Data Platform Modernization: Burn rate accelerated 2.4x vs. plan. Projected $1.2M overrun at current velocity.

Ownership Drift1 hr ago

ERP Consolidation: Executive sponsor unresponsive for 21 days. 3 decision gates blocked.

Infrastructure Drift3 hrs ago

API Gateway Rebuild: 47 idle compute instances detected. $34K/mo waste opportunity.

Comparison

Quarterly Reviews vs. Real-Time Detection

Stop governing the past. Start governing in real time.

Quarterly Reviews

  • โœ•Problems discovered 60-90 days late
  • โœ•Manual data gathering across 8+ systems
  • โœ•Retrospective analysis, no prevention
  • โœ•Executive surprises at board meetings
  • โœ•No pattern detection across portfolio

Real-Time Detection

  • โœ“Drift caught within minutes of occurrence
  • โœ“Automated data ingestion from all sources
  • โœ“Proactive alerts with remediation steps
  • โœ“No surprises, continuous visibility
  • โœ“Cross-portfolio pattern recognition

Stop the Drift

Catch Drift in Minutes, Not Months

Real-time drift detection across scope, spend, ownership, and infrastructure. See it in action.