REAL Design

REAL Design LLC — Strategic Advisory

The built environment is being repriced, rethought, and rebuilt. I help institutions and investors navigate what comes next.

I work with institutions, developers, investors, and public agencies on complex questions where architecture, real estate economics, construction delivery, and building technology converge — where getting the answer right changes the trajectory of the asset, the portfolio, or the city.

162,000+
Workspaces analyzed
across 115 enterprises
18+
Years across architecture,
RE finance & urban tech
$2B+
Project value shaped
by advisory work
The Structural Shift
The pandemic didn't create a downturn — it exposed a permanent mismatch between how commercial buildings were designed, financed, and occupied. Most of the industry is still treating this as a cycle. The data says otherwise.

Between 2019 and 2025, we tracked 162,000+ workplace spaces across 115 organizations — one of the largest post-pandemic occupancy datasets in the industry. The findings are unambiguous: utilization has stabilized near 30% of pre-pandemic levels, and the patterns are structural, not seasonal.

This represents a trillion-dollar repricing event hiding in plain sight. Buildings optimized for a five-day, full-occupancy model now carry excess infrastructure, energy costs, and lease exposure that erodes value every quarter.

But inside every underperforming asset is a repositioning opportunity — if you have the data to see it and the cross-disciplinary expertise to execute it. That's exactly what we do.


The Next Horizon: How Buildings Will Be Delivered and Operated
The future of the built environment isn't just about better design — it's about smarter delivery, intelligent operations, and buildings that learn from the data they generate every day.

We're entering an era where digital twins don't just model buildings — they drive decisions in real time. Where AI-enabled delivery pipelines compress timelines, reduce rework, and increase certainty across large programs. Where physical automation — robotics, sensor-driven QA/QC, and adaptive environmental systems — transforms how buildings are constructed, maintained, and experienced.

My work spans this entire lifecycle: from IoT-enabled adaptive systems researched at MIT Media Lab to smart building operating strategies that optimize energy, spatial performance, and tenant experience post-occupancy.

01 — Intelligence Layer

Digital Twins & Real-Time Analytics

Continuous performance data transforming static buildings into adaptive, self-optimizing assets — from energy management to occupancy intelligence.

02 — Delivery Transformation

AI-Enabled Construction & Automation

Robotics, sensor-based QA/QC, and machine learning reducing schedule risk, improving safety, and increasing certainty across design-build programs.

03 — Adaptive Operations

Smart Buildings & Sustainability

Data-driven strategies for adaptive reuse, carbon reduction, and operational performance — making existing stock work harder before building new.


Selected Engagements
Campus Strategy

Designing a two-campus growth strategy for 1,200 students and a $25M+ capital campaign

Nashville International Academy
A fast-growing private school had outgrown its original facility and needed more than a building plan — it needed a phased, financially credible strategy to scale from 150 students to 1,200 across two campuses while preserving its educational mission and community identity. We developed an integrated master plan linking facility design to enrollment projections, fundraising milestones, and zoning realities.
Outcome: Two-campus master plan, phased expansion roadmap, and investor-ready fundraising materials now anchoring the school's capital campaign — turning an aspirational vision into a sequenced, fundable strategy.
Workplace Analytics

Building one of the industry's largest post-pandemic workplace utilization datasets

Longitudinal Research · 115 Organizations (2019–2025)
Using IoT sensor data and machine learning models, we constructed a proprietary analytical framework tracking 162,000+ spaces over six years — separating cyclical vacancy from permanent structural shifts. The dataset revealed that the "return to office" narrative masks a fundamental economic repricing of commercial real estate, with utilization stabilizing well below pre-pandemic baselines across every geography and sector we measured.
Outcome: Proprietary dataset now forming the foundation of AREAL's investment intelligence platform. Research published and under review at Nature Cities and the Journal of Real Estate Economics.
Smart Buildings

Developing IoT-enabled adaptive workplace systems with real-time spatial reconfiguration

MIT Media Lab · City Science Group
At MIT, I led research on adaptive building systems — CityHome 02 and related platforms — that used embedded sensors, robotic furniture, and real-time algorithms to reconfigure workspaces dynamically based on occupancy, task type, and environmental conditions. The work demonstrated that spaces could serve multiple functions throughout the day without manual intervention, fundamentally challenging the static programming model of conventional architecture.
Outcome: Published research establishing the framework for IoT-driven spatial adaptation. Technology concepts contributed to ventures including Ori Living (backed by Google Sidewalk Labs and IKEA) and ongoing smart building R&D.
Industry R&D

Sensor-driven occupancy analytics and environmental optimization for commercial interiors

Panasonic · Industry Research Partnership
In collaboration with Panasonic, we explored how embedded sensor networks could go beyond simple headcounting to capture granular spatial behavior — understanding not just how many people occupy a space, but how they move, cluster, and interact within it. The research informed how environmental systems (lighting, HVAC, acoustics) could respond in real time to actual use patterns rather than static schedules, creating measurable energy savings alongside improved occupant experience.
Outcome: Applied research informing next-generation sensor deployment strategies for commercial buildings. Insights integrated into AREAL's spatial analytics methodology.
Adaptive Reuse

Feasibility analysis for converting underutilized commercial assets to higher and better use

Institutional & Private Clients
Most adaptive reuse assessments remain architectural exercises disconnected from the economics that determine whether a project actually gets built. We bring the full stack — zoning analysis, structural feasibility, conversion cost modeling, and demand forecasting — alongside the design intelligence. The question isn't "can this building be converted?" but "should it be, at what cost, and at what return?"
Outcome: Investment-ready feasibility packages combining architectural assessment, economic modeling, and phased development scenarios — enabling capital allocation decisions backed by evidence rather than assumptions.
Repositioning

Converting a medical clinic portfolio to mixed-use with attractive investor returns

MENA Holdings · Nashville, TN
A Nashville-based property group with underperforming clinical facilities needed a repositioning strategy that would unlock value without full demolition. We analyzed existing structures, zoning envelope, and local market dynamics to develop a mixed-use conversion scenario — residential over retail with community amenities — that dramatically improved the asset's income profile. The economic modeling demonstrated a compelling IRR and return on investment that satisfied both the ownership group and prospective capital partners.
Outcome: Repositioning strategy with detailed pro forma showing attractive risk-adjusted returns. The project shifted the ownership group's approach from disposition to value-add repositioning across their Nashville portfolio.
Business Strategy

Go-to-market and platform strategy for PropTech and real estate technology ventures

AREAL Global · Selective Advisory Clients
Beyond asset-level work, I advise on the business architecture of real estate technology — how data platforms, sensor infrastructure, and analytical tools translate into revenue models, fund structures, and defensible market positions. This includes building AREAL's own investment thesis from research prototype to fund-ready platform, as well as advising PropTech founders and institutional innovation teams on product-market fit, technology roadmaps, and partnership strategy.
Outcome: Strategic frameworks, pitch materials, and business models for ventures operating at the intersection of real estate, technology, and capital markets.

Research & Published Thinking
Workplace Economics

Post-Pandemic Workplace Utilization: A Longitudinal Analysis of 115 Enterprises

Nature Cities — Under Review
Real Estate Finance

Temporal Dynamics of Corporate Real Estate: Utilization, Adaptation, and Value Creation

J. Real Estate Economics — Under Review
Adaptive Buildings

IoT-Enabled Adaptive Workplace Systems: Sensors, Algorithms, and Spatial Reconfiguration

CAADRIA / Springer
Doctoral Research

Real-time Architecture: Quantifying the Spatial Performance of Workplaces

Harvard GSD — 2023
Robotic Buildings

CityHome 02: Adaptive Living Systems and Tokenized Spatial Ownership

MIT Media Lab · City Science
Data-Driven Design

Machine Learning for Spatial Performance Prediction in Commercial Real Estate

Ongoing Research

How I Work
Every engagement is bespoke. But a few principles hold across all of them.
  • 01 Economics lead, design follows. A beautiful building that doesn't pencil is a liability. I start with the investment thesis and work backward to the spatial strategy.
  • 02 Evidence over intuition. I bring proprietary occupancy data, market analytics, and computational modeling — not opinions dressed as strategy.
  • 03 Full-stack thinking. Architecture, real estate finance, construction delivery, and building technology aren't separate disciplines — they're one decision made from different angles.
  • 04 Decision-ready deliverables. No 200-page reports that gather dust. Every engagement ends with a clear recommendation and the evidence to back it up.

Navigating a complex real estate, strategy, or technology question?

I'm happy to have a conversation — whether it leads to an engagement or simply a useful exchange of perspectives. The best advisory relationships start that way.