Enterprise AI Analysis
StreetDesignAI: A Multi-Persona Evaluation System for Inclusive Infrastructure Design
StreetDesignAI is an interactive evaluation system for inclusive cycling infrastructure design. Our system makes conflicts between stakeholder experiences explicit, supports targeted interrogation of why conflicts arise, and keeps conflicts visible across iteration so designers can negotiate trade-offs.
Quantifiable Impact & Core Innovations
StreetDesignAI significantly improves designers' capability to accommodate diverse users and comprehend persona requirements compared to a chatbot baseline.
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Increased Design Confidence
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Improved Understanding of Diverse Needs
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Faster Iteration Cycles
Deep Analysis & Enterprise Applications
Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.
Persona-Based Understanding
4.04 Average understanding of new perspectives (out of 5)StreetDesignAI significantly outperformed ChatGPT in helping participants understand perspectives they had not previously considered.
Contextual Understanding
Scenario: A designer using StreetDesignAI to redesign a commercial corridor. Cautious personas initially report avoiding cycling due to traffic exposure.
Intervention: The designer proposes a green-painted bike lane with a buffer.
Outcome: While evaluations improve for some, the core conflict remains: cautious cyclists still perceive insufficient physical protection. The Deep Analysis feature allows the designer to understand specific fear points (e.g., proximity to moving vehicles).
Key Lesson: This demonstrates how StreetDesignAI helps designers identify and address specific user concerns beyond general metrics, supporting targeted interventions and trade-off negotiation.
Enterprise Process Flow
Load Street View & OSM Data
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Generate Persona Evaluations
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Adjust Design Parameters
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AI-Rendered Visualization
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Re-evaluate & Compare
| Dimension | ChatGPT (M±SD) | StreetDesignAI (M±SD) |
|---|---|---|
| Persona Need Identification Capability | 3.73 ± 0.78 | 4.12 ± 0.91 |
| Inclusive Design Translation Confidence | 3.81 ± 0.90 | 4.19 ± 0.75 |
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Advanced ROI Calculator
Estimate the potential efficiency gains and cost savings for your organization by integrating persona-based AI evaluation into your design workflow.
Estimated Annual Savings
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Annual Hours Reclaimed
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Our Implementation Roadmap
A phased approach to integrate StreetDesignAI's capabilities into your existing design processes, ensuring a smooth transition and maximized impact.
Phase 1: Discovery & Integration
Assess current workflows, identify key integration points, and configure StreetDesignAI for your specific project types.
Phase 2: Pilot Program & Training
Run a pilot project with StreetDesignAI, gathering feedback and conducting in-depth training for your design team.
Phase 3: Scaled Deployment & Optimization
Full integration across relevant projects, continuous monitoring, and optimization based on performance metrics.
Ready to Transform Your Design Process?
Unlock the full potential of inclusive infrastructure design with StreetDesignAI. Schedule a personalized consultation to see how our system can address your unique challenges and goals.
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