AMP31
AI Product Analytics & Value Realization
Measure assistant adoption, completed work, recovered finance value, service impact, automation savings, ROI assumptions, and role-safe board/customer report exports from live operating signals.
Step 1
Measure adoption
Track interactions, users, surfaces, feedback, cohorts, and completed work.
Step 2
Attribute value
Estimate avoided cost, automation savings, recovered finance value, and service impact.
Step 3
Review reporting
Queue role-safe ROI and board/customer summaries before external sharing.
Interactions
4
Actions
0
Finance
0
Service
160
Score
12
Value
$0
Live Value Preview
Score 12/100 · adoption 25/100 · ROI -100% · value $0 · service score 45
Value realization score is 12/100 with 4 assistant interactions across 1 surface. Estimated value is $0.00: $0.00 avoided work cost, $0.00 automation savings, and $0.00 recovered finance value. Board/customer exports are role-safe summaries; packet creation does not mutate source records or publish ROI claims.
Adoption
1 users · 1 surfaces · helpful 0%
Savings
$0 avoided · $0 automation · $0 recovered
Attribution
No attribution yet
Export guardrail
ROLE_SAFE_SUMMARY: No user emails, customer names, invoice IDs, or source excerpts are included in this export.
Value Packets
No value realization packets yet.