Northstar Home Goods
Demo Tenant

Impact Dashboard

Business value from work redesign — measured in time, decisions, and avoided risk, not headcount.

Meeting hours saved
182
+24 this week

Across async conversions and brief adoption

Meetings converted to async
37
+6

Status updates and pre-reads

Decisions unblocked
21
+3

Decision owners assigned

AI pilots reviewed
9
+2

Each with controls checklist

Workflows marked not ready
5
Steady

Avoided premature automation

Est. failed-pilot cost avoided
$1.4M
+$220k

Based on industry pilot failure rates

Manager brief adoption
68%
+9 pts

Managers using generated briefs

Recommendation acceptance rate
72%
+4 pts

Excluding dismissed-as-sensitive

Employee trust feedback
4.3 / 5
+0.2

Voluntary pulse, 142 responses

Workflow readiness lift
+18
vs. baseline

Composite readiness score

Readiness lift by department

Composite workflow readiness score change over the last 8 weeks.

Retail Operations28
Customer Support22
Finance18
HR / People15
Product12
IT9

Recommendation outcomes

How the organization is acting on AI-generated recommendations.

Accepted42
Completed28
In progress19
Dismissed (sensitive)6
Dismissed (other)4
Dismissed-as-sensitive recommendations are tracked separately so guardrails stay visible.