Usage Reporting & Insights Delivery

Customer Successlow Risk
Complexity 2/5

Generate usage reports, calculate ROI, deliver insights

Customers lack visibility into their usage and ROI. This agentic workflow generates usage reports, calculates ROI metrics, delivers insights, and suggests optimizations.

6-10x
Typical ROI
1-2 weeks
Time to Value
Customer Success
Department
Complexity

Agent Architecture

Agent Architecture

Sequential agents generate reports.

Usage Reporter

Generates usage reports

Orchestrator Agent

Aggregator

Aggregates data

  • •Collect metrics
  • •Normalize
  • •Prepare
Aggregator
Aggregates data

Calculator

Calculates ROI

  • •Calculate metrics
  • •Compute ROI
  • •Compare benchmarks
Calculator
Calculates ROI

Reporter

Reports insights

  • •Generate report
  • •Deliver insights
  • •Suggest optimization
Reporter
Reports insights
Simple Flow Architecture

Workflow Steps

1

Aggregate usage data

2

Calculate metrics

3

Generate report

4

Deliver insights

5

Suggest optimization

6

Track impact

Required Dependencies

CRMSalesforce, HubSpot, Pipedrive

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

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AI using outdated data that no longer reflects current reality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

Recording Consent
Recording Consent

Lack of proper consent for recording, storing, or processing user interactions

Third-Party Data Processors
Third-Party Data Processors

Risks associated with external vendors processing sensitive data

These risks should be mitigated through proper governance controls and operational procedures.

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Related AI Tools

Explore assistive AI tools that Customer Success teams use to augment these agentic workflows.

Customer Experience

Deploying AI for customer success? Olakai monitors agent performance and ensures quality across every customer interaction.

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