LedgerOS · Financial Intelligence
Executive Recommendations
Every recommendation includes evidence, expected impact, confidence, risks, and owner.
LedgerOS UI Design Lab · Demonstration Data — no backend, no live AI inference, no real financial data.
Total recommendations
12
Cumulative positive impact
$198,368
Awaiting approval
12
Categories active
12
Cancel software30 days
Cancel duplicate Canva workspace
Est. impact
+$1,788
Evidence
Two Canva Pro workspaces with overlapping teams; workspace B has 1 active user of 5 seats.
Confidence
96%
Owner
Rose
Approval
Rose
Risks: Minor — verify no external shares.
Demonstration recommendation — based on mock financial data.
Reduce seats60 days
Reduce Notion to 3 seats
Est. impact
+$2,400
Evidence
8 seats provisioned; 2 with logins in last 45 days.
Confidence
91%
Owner
Carmen
Approval
Rose
Risks: Downgrade requires plan change.
Demonstration recommendation — based on mock financial data.
Increase budget30 days
Increase LinkedIn Enterprise Compliance +25%
Est. impact
+$12,400
Evidence
Profit ROI 3.86 · payback 28 days · lowest chargeback.
Confidence
88%
Owner
Rose
Approval
Rose
Risks: Diminishing returns above +30%.
Demonstration recommendation — based on mock financial data.
Pause campaignImmediate
Pause YouTube pre-roll
Est. impact
+$8,800
Evidence
Spend $8.8k · 1 deal · contribution -$1.8k.
Confidence
94%
Owner
Rose
Approval
Rose
Risks: Loss of brand impressions.
Demonstration recommendation — based on mock financial data.
Recover revenue60 days
Recover $42.2k in leakage opportunities
Est. impact
+$42,180
Evidence
12 verified opportunities across 8 clients.
Confidence
84%
Owner
Christin
Approval
Rose
Risks: Client relationship on 2 items.
Demonstration recommendation — based on mock financial data.
Reprice service90 days
Reprice Business License service
Est. impact
+$18,400
Evidence
Contribution margin 11.7% vs 25% target; rework 3.8%.
Confidence
78%
Owner
Rose
Approval
Rose
Risks: May lose 5-8% of low-margin volume.
Demonstration recommendation — based on mock financial data.
Review client scope30 days
Review Blue Harbor Partners scope
Est. impact
+$1,800
Evidence
Contribution -$1.8k · very slow pay · very high service burden.
Confidence
82%
Owner
Rose
Approval
Rose
Risks: Client offboarding risk.
Demonstration recommendation — based on mock financial data.
Consolidate tools180 days
Consolidate AI vendor concentration
Est. impact
+$0
Evidence
OpenAI = 38% of AI spend and 62% of automation dependencies.
Confidence
74%
Owner
Rose
Approval
Rose
Risks: Migration effort.
Demonstration recommendation — based on mock financial data.
Adjust bonus reserve90 days
Increase bonus reserve $14k
Est. impact
−$14,000
Evidence
90-day forecast shows $13.9k shortfall.
Confidence
92%
Owner
Christin
Approval
Rose
Risks: Reduces spendable cash.
Demonstration recommendation — based on mock financial data.
Improve collections30 days
Automate late-fee application
Est. impact
+$4,200
Evidence
$34.8k past 30 days; 46-day median lag on Meridian.
Confidence
90%
Owner
Christin
Approval
Rose
Risks: Client friction on first application.
Demonstration recommendation — based on mock financial data.
Delay hire60 days
Delay Fulfillment hire 60 days
Est. impact
+$22,400
Evidence
Turnaround < 4 days achieved; capacity slack 22%.
Confidence
68%
Owner
Rose
Approval
Rose
Risks: Capacity crunch if new client onboards.
Demonstration recommendation — based on mock financial data.
Increase investment180 days
Grow Command Center adoption
Est. impact
+$84,000
Evidence
ROI 3.8x · influences $240k revenue · 100% adoption.
Confidence
72%
Owner
Rose
Approval
Rose
Risks: Development capacity.
Demonstration recommendation — based on mock financial data.