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Real Estate verified Verified Outcome TRL 9

Generative Design for Office Layouts

domain Client: Commercial Tenants / Landlords handshake Provider: Autodesk / Spacemaker (acquired) schedule Deploy: 2019-Present
92 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Use of AI to automatically generate thousands of optimized floor plan permutations based on constraints (headcount, light, flow), accelerating the 'test fit' process from weeks to minutes.

rate_review Analyst Verdict

"Crucial for post-COVID office reconfiguration. It moves architectural design from 'drawing' to 'defining parameters'. The ability to instantly visualize ROI (desk density vs comfort) helps close leases faster."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

When a company looks for office space, architects must create 'test fits' to see if the workforce fits in the building. This manual process takes weeks for each property. During negotiations, small changes ('add more meeting rooms') required a full redrawing, delaying deals and increasing cost.

psychology The Solution

Deployed generative design software. The user inputs the floor plate and constraints (e.g., '200 desks, 10% meeting rooms, maximize natural light'). The AI generates hundreds of valid layout options instantly, scored by efficiency and quality. The client can toggle sliders to see trade-offs in real-time during the tour.

settings_suggest Technical & Deployment Specs

Integrations
Revit / AutoCAD
Deployment Model
SaaS
Data Classification
CAD / BIM
Estimated TCO / ROI
License Fee
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Creativity Loss Low Tool for optimization, not aesthetics.
Data Accuracy Medium BIM model validation.

trending_up Impact Trajectory

Audited value realization curve

Test fit time reduced by 90% Verified Outcome
Primary KPIImproved space utilization (density)
Audit CycleFaster deal conversion for landlords

policy Compliance & Gov

  • Standards: Building Codes (pre-checked)
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: CAD / BIM

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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The "Blind Verification" Protocol

How we verified these outcomes for Commercial Tenants / Landlords without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-620
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-620

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