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MR
Q1 2026 Portfolio Impact

$0K

Annualized Savings

From space optimization

0

Productive Hours Recovered

Per month across all floors

0%

AI Accuracy Rate

12 of 14 recommendations validated

0

Interventions Implemented

Since platform launch

Portfolio Overview

Goldman Sachs HQ - 200 West Street, New York

Avg. Utilization
62.4% 3.2%
Meeting ROI Score
7.3/10 0.8
Occupant Satisfaction
4.1/5 0.2
Active AI Insights
5 2 critical

Utilization Trend

Space Type Breakdown

Cost Impact This Quarter

Ghost Meeting Recovery

$186,000

Recovered 1,240 hours of wasted room time

Space Reallocation Savings

$420,000

4 repurposed zones, 2 lease deferrals

Energy Optimization

$94,000

HVAC scheduling aligned to occupancy patterns

Total Q1 impact $700,000

Activity Feed

Today

Floor 3 South Wing observation study completed

2 hours ago

$42K savings milestone exceeded Q1 target ahead of schedule

3 hours ago

14 survey responses collected from engineering teams

5 hours ago

AI engine generated 2 new recommendations

8 hours ago

Badge anomaly detected on Floor 7 after-hours

Yesterday, 11:42 PM

Space Utilization

Heatmap analysis by hour and day across all monitored zones

Interactive Floor Map - Floor 3

Available Moderate Full Offline
Open Desking - North 87% 48 of 55 desks ! Collaboration Hub 61% 22 of 36 seats Meeting Rooms 3A 3B 3C 3D 3E 3 of 5 occupied Open Desking - South 54% 30 of 55 desks Focus Rooms 28% 3 of 12 rooms AI: Consider repurposing Break Room 120% At lunch peak ! Phone Booths 100% All 4 occupied AI: Convert to focus pods

Occupancy Heatmap - Floor 3

0-20% 20-40% 40-60% 60-80% 80-100%
7AM 8AM 9AM 10AM 11AM 12PM 1PM 2PM 3PM 4PM 5PM 6PM 7PM
Monday
12
35
78
92
88
52
74
85
76
58
32
15
5
Tuesday
15
38
85
95
91
48
72
88
79
55
28
12
4
Wednesday
22
45
90
97
94
55
82
91
83
62
35
18
8
Thursday
18
40
80
89
86
50
70
78
72
48
25
10
3
Friday
8
22
52
65
58
38
45
50
38
25
12
5
2

Open Desking - North

Over capacity
87%

48 of 55 desks occupied

Peak: 10 AM - 11 AM

Exceeds 80% threshold

Collaboration Hub

Optimal
61%

22 of 36 seats in use

Peak: 2 PM - 3 PM

Within ideal range

Focus Rooms

Underutilized
28%

3 of 12 rooms booked

Peak: 1 PM - 2 PM

AI: Repurpose to team rooms

Badge Swipe Patterns - Weekly Comparison

Meeting ROI Analysis

Agenda effectiveness, outcome tracking, and space allocation efficiency

Meeting Cost Analysis - This Week

$47,600

Total meeting cost (salary time)

$38,200

Productive meeting value

$9,400

Wasted (ghost + low ROI)

80.3%

Meeting efficiency rate

Meetings This Week
127

Across 34 rooms

Avg. ROI Score
7.3 +0.8 vs last month

Target: 8.0

Room Utilization
71%

of booked time actually used

Ghost Meetings
18 14% of bookings

Rooms booked but unused

ROI Score Distribution

Room Efficiency Ranking

1

Boardroom 12A

9.2
2

Strategy Room 7B

8.5
3

Huddle Space 3C

7.8
4

Town Hall 12B

7.4
5

Phone Booth 7D

4.5
6

Meeting Room 3A

3.2

Recent Meetings

Meeting Room Attendees Duration Agenda Outcome ROI Cost
Q1 Portfolio Review Boardroom 12A
SK
JL
AM
+5
90 min Structured 3 decisions 9.4 $2,400
Engineering Standup Huddle 7C
RP
TS
+4
15 min Structured Sync complete 8.7 $375
Client Onboarding Workshop Strategy 7B
LM
DC
+8
120 min Structured 5 actions 8.2 $4,000
Facilities Check-in Meeting 3A
MR
KP
60 min Loose 1 follow-up 5.8 $600
[Ghost] Budget Planning Meeting 3A No-show 30 min N/A Ghost 0.0 $450 wasted
Design Sprint Kickoff Strategy 7B
HZ
EK
+6
180 min Structured 7 actions 9.1 $7,200
Showing 1-6 of 127 meetings

Occupant UX Feedback

Live feed from occupant surveys, kiosk check-ins, and mobile reports

Total Responses
284

+42 this week

Positive
58%
Neutral
28%
Issues Reported
14%
Floor 3 - Open Desking Positive
12 min ago

"The new sit-stand desks on the north wing are great. Much better than the old fixed-height ones. Team morale has noticeably improved since the switch."

Source: Mobile App Dept: Engineering
Floor 7 - Phone Booths Issue AI flagged
45 min ago

"Phone booths are always occupied. I needed a private call at 2 PM and all 4 were taken, each person had been in for over an hour. These are supposed to be for quick calls."

Source: Kiosk Dept: Sales
Floor 12 - Executive Lounge Neutral
1 hour ago

"The lounge is nice for informal meetings but the acoustics make it hard to have confidential conversations. Might need some sound masking or partitions."

Source: Survey Dept: Executive
Floor 3 - Collaboration Hub Positive
2 hours ago

"Love the whiteboard walls in the collab hub. We ran a design thinking session there yesterday and the space worked perfectly - writable surfaces everywhere."

Source: Mobile App Dept: Product Design
Floor 7 - Breakroom Issue
3 hours ago

"Breakroom on 7 is way too small for the number of people on this floor. At lunch it's standing room only. We end up eating at our desks which defeats the purpose."

Source: Kiosk Dept: Engineering

Trending Topics

Phone booth availability
23
Noise levels
18
Sit-stand desks
15
Temperature control
12
Collaboration spaces
11
Breakroom capacity
9

Sentiment by Floor

AI Design Recommendations

Evidence-based interventions ranked by projected impact

Recommendation Engine

Last analysis: 4 hours ago - Processing 14,832 data points

5

Active

12

Implemented

87%

Accuracy

$1.2M

Total savings

Critical

Convert Floor 7 Phone Booths to Extended Focus Pods

Impact: 9.2/10 Effort: Low

Badge swipe data + UX feedback indicate phone booths are misused as extended focus spaces

Evidence
  • 73% of sessions exceed 45 min (badge data)
  • 23 occupant complaints about availability
  • Laptop + charger brought to 89% of sessions
  • 4.1/5 demand for deep focus spaces on Floor 7
Intervention
  • Replace 2 of 4 phone booths with focus pods
  • Add desk surface, monitor arm, power outlets
  • Keep 2 remaining for 15-min quick calls only
  • Add signage + 15-min auto-release
Projected Impact
Productive capacity +340 hrs/mo
Occupant satisfaction +0.6 pts
Space efficiency +22%
Est. cost $18,000
ROI payback 6 weeks
Data sources: Badge API, Feedback Feed, Observation Study #47
Critical

Expand Floor 7 Breakroom or Add Satellite Pantry

Impact: 8.8/10 Effort: Medium

Observation data shows standing-room conditions at lunch; occupants eating at desks reduces wellbeing

Evidence
  • 12:00-1:30 PM occupancy exceeds 120% capacity
  • 9 complaints this month about crowding
  • Adjacent storage 7-S02 at only 15% capacity
Intervention
  • Convert storage 7-S02 into satellite pantry
  • Add counter seating (8 seats), microwave, coffee
  • Relocate storage to basement level
Projected Impact
Peak crowding-40%
Social interaction+1.2 pts
Est. cost$35,000
Medium

Shift Floor 12 Standups to 9:30 AM

Impact: 6.5/10 Effort: Minimal $0 cost

9 AM standups coincide with peak elevator traffic, causing congestion and late starts

Medium

Add Sound Masking to Floor 12 Executive Lounge

Impact: 5.8/10 Effort: Medium

Acoustic surveys flag speech privacy concerns in open lounge; utilization 35% below benchmark

Low

Repurpose 4 Focus Rooms on Floor 3 as Team Rooms

Impact: 4.5/10 Effort: Low

Focus rooms averaging 28% utilization while team room demand exceeds supply by 40%

Cost Savings & ROI

Financial impact of workspace intelligence interventions

Total Annualized Savings

$0

From 23 implemented interventions since platform launch

+34% vs last year Target: $1.5M

18.4x

Platform ROI

Cost of platform vs savings

$89

Savings per Sqft

Industry avg: $34/sqft

6.2 wk

Avg. Payback Period

Per intervention

Savings by Category

Monthly Savings Trend

Intervention Impact Tracker

Intervention Category Investment Annual Savings ROI Status
Ghost meeting auto-release system Scheduling $12,000 $186,000 15.5x Active
Floor 3 zone reallocation Space Design $45,000 $420,000 9.3x Active
HVAC occupancy scheduling Energy $28,000 $94,000 3.4x Active
Meeting room right-sizing Space Design $8,000 $156,000 19.5x Active
Lease deferral - unused wing Real Estate $0 $264,000 N/A Active
Phone booth to focus pod conversion Space Design $18,000 $82,000 (proj.) 4.6x (proj.) Pending
Total portfolio impact
Investment

$93,000

Annual Savings

$1,120,000

Net ROI

12.0x

Reports

Auto-generated and custom reports

Report Type Generated Period Status
Monthly Utilization Summary Auto Mar 1, 2026 February 2026 Ready
Q1 Cost Savings Impact Report Auto Mar 24, 2026 Q1 2026 Ready
Q1 Meeting ROI Analysis Auto Mar 24, 2026 Q1 2026 Ready
Floor 7 Deep Dive - Engineering Wing Custom Mar 18, 2026 Last 90 days Ready
AI Recommendations Impact Assessment Custom In progress Q1 2026 Generating
Badge Pattern Anomaly Report Auto Mar 10, 2026 Weekly Ready

Settings

Configure data sources, alerts, and portal preferences

Data Sources

Badge Swipe API

Last sync: 3 min ago

Connected

IoT Occupancy Sensors

142 sensors active

Connected

Calendar Integration

Microsoft 365 - 34 rooms

Connected

Survey Platform

Qualtrics - pending auth refresh

Reconnect

Alert Thresholds

60%80% (current)100%

Alert when booked room shows no badge activity within 10 min

Alert when weekly average drops more than 0.3 points

Flag unexpected badge activity after 9 PM