Usage Monitor
Tracks software usage across the organization
- •Monitor software usage
- •Collect usage data
- •Track login frequency
Usage Monitor
Tracks software usage across the organization
Software License Monitoring
ITlow Risk
Complexity 1/5
Track software usage, identify unused licenses, and optimize spend
Software licensing waste is epidemic in most enterprises—organizations pay for thousands of unused seats while actual utilization hovers around 65%. This agentic workflow continuously monitors software usage across the organization, compares actual usage to purchased licenses, flags unused or underutilized subscriptions, generates cost optimization recommendations, and alerts procurement teams before renewal dates. By providing visibility into true software consumption patterns, this approach eliminates waste and ensures every license dollar is working. Organizations implementing automated license monitoring recover $50K-200K annually in SaaS spend waste with ROI of 10-15x, improving license utilization from 65% to 95%. This is especially valuable for large enterprises—including financial services, healthcare systems, government agencies, education institutions, and professional services firms—where sprawling software portfolios and decentralized purchasing create significant optimization opportunities.
10-15x
Typical ROI
2-3 weeks
Time to Value
IT
Department
Complexity
Agent Architecture
Agent Architecture
A simple workflow that monitors software usage and flags unused licenses for cost optimization.
License Analyzer
Compares usage to purchased licenses and identifies waste
- •Compare usage to licenses
- •Flag unused licenses
- •Calculate utilization
License Analyzer
Compares usage to purchased licenses and identifies waste
Recommendation Generator
Generates cost optimization recommendations
- •Generate recommendations
- •Alert before renewals
- •Calculate savings
Recommendation Generator
Generates cost optimization recommendations
Workflow Steps
1
Monitor software usage across organization
2
Compare usage to purchased licenses
3
Flag unused or underutilized licenses
4
Generate cost optimization recommendations
5
Alert procurement before renewal dates
Required Dependencies
Billing & PaymentsZuora, Stripe, Recurly, SAP Billing, NetSuite
Cost Management & OptimizationCloudHealth, Cloudability, Apptio, Flexera
Procurement & Supply ChainAriba, Coupa, Jaggr, Determine, FedEx, UPS
Key Performance Indicators
Click any KPI to view detailed measurement guidance, formulas, and typical ranges.
Governance Controls
Centralized LoggingVisibility
HIGH
Centralized Logging
Capture all agent interactions (prompts, outputs, data sources accessed) in a central, searchable system
Complexity: medium
Agent RegistryVisibility
HIGH
Agent Registry
Central inventory of all agents with metadata: owner, purpose, data sources, risk level, users
Complexity: low
Automated Policy EnforcementControl
HIGH
Automated Policy Enforcement
Programmatically block prohibited actions (e.g., uploading PII to external models, accessing restricted data)
Complexity: high
Agent Kill SwitchIncident Response
HIGH
Agent Kill Switch
Ability to instantly disable any agent in case of security incident, data leak, or policy violation
Complexity: low
These controls help ensure secure, compliant, and auditable AI operations. High-priority controls are critical for production deployment.
Identified AI Risks
Hallucinations
Hallucinations
AI generating false or fabricated information presented as fact
Stale Information
Stale Information
AI using outdated data that no longer reflects current reality
Source Attribution
Source Attribution
Inability to verify or cite the original sources of AI-generated information
Unauthorized Data Access
Unauthorized Data Access
Users accessing data or performing actions beyond their permission level
Prompt Injection
Prompt Injection
Malicious manipulation of AI behavior through crafted input prompts
These risks should be mitigated through proper governance controls and operational procedures.
More IT Use Cases
Access Request Approval
Validate identity, check policy, and grant or deny access requests automatically
Learn more
AI Governance & Audit
Monitor AI systems for bias, compliance, data privacy, and regulatory adherence with automated audit trails
Learn more
Intelligent Application Deployment & Release Automation
Orchestrate multi-environment deployments, validate compatibility, coordinate rollbacks, and manage release risks
Learn more
Related AI Tools
Explore assistive AI tools that IT teams use to augment these agentic workflows.
Deploying AI agents in IT? Olakai gives you real-time monitoring, cost tracking, and governance across every agent in your stack.
Schedule a Demo