Back to Agentic AI Readiness
SARPI ROI · Agentic Layer
Agentic AI ROI Scorecard™
Measure expected and actual ROI from AI agents — connected to your SARPI Readiness score and the Agentic AI Readiness Scorecard.
SARPI Readiness
72/100AI-Ready
Readiness is 70–84. Pilot ROI tracking is enabled. Full ROI scorecard unlocks at Agent-Ready (85+).
Overall Agentic AI ROI
64/100
Moderate ROI Potential
Confidence Inputs (from Readiness)
- Decision ROI Confidencefrom Data Readiness58
- Operational ROI Confidencefrom Process Readiness71
- Risk ROI Confidencefrom Governance Readiness65
- Overall ROI Confidencefrom Measurement Readiness49
- Deployment Confidencefrom Agentic Readiness61
Report
Generate a board-ready Agentic AI ROI Report combining readiness and ROI signals.
Pilot mode — baseline, target and pilot actuals are enabled. Full ROI scorecard unlocks at Agent-Ready (85).
Productivity ROI
Time saved, throughput uplift, and effort displaced by agents.
Baseline
120 tasks / FTE / week
Target
180
Actual
164
ROI Score
—
Estimated Benefit
$1.4M / yr
Evidence: Time-motion study Q1 · Agent telemetry export
Notes: Steady uplift in 3 of 4 teams; one team pending change-mgmt.
Financial ROI
Cost reduction, revenue uplift, margin and payback.
Baseline
$3.8M run-cost
Target
$2.7M
Actual
$3.0M
ROI Score
—
Estimated Benefit
$0.8M / yr
Evidence: Finance model v4 · Invoice cost report
Notes: Below target — license costs higher than modeled.
Operational ROI
Cycle-time, SLA, error-rate, and process automation gains.
Baseline
4.2 day cycle
Target
1.5
Actual
2.1
ROI Score
—
Estimated Benefit
+18 pts SLA
Evidence: Workflow telemetry · SLA dashboard
Notes: Cycle-time within 0.6 days of target.
Decision ROI
Speed, accuracy, and quality of agent-augmented decisions.
Baseline
62% forecast acc.
Target
82%
Actual
74%
ROI Score
—
Estimated Benefit
Risk avoidance $0.6M
Evidence: Forecast back-test · Decision audit sample
Notes: Data freshness gap limits accuracy ceiling.
Risk ROI
Reduced incidents, control failures, and risk exposure.
Baseline
12 incidents / qtr
Target
4
Actual
7
ROI Score
—
Estimated Benefit
Avoided loss $0.9M
Evidence: Incident log · Control test results
Notes: Improving but red-team coverage still partial.
Human-AI ROI
Adoption, satisfaction, trust and reviewer effectiveness.
Baseline
31% adoption
Target
75%
Actual
58%
ROI Score
—
Estimated Benefit
Engagement +14 pts
Evidence: Adoption survey · Reviewer dashboard
Notes: Adoption strong in Ops, weak in Finance.