ARCHITECTURE & interiors

Architecture Foundations

Data-Driven Plans is primarily a real estate and urban planning consultancy. Although one of our principals, Brian Jennett, is a licensed architect, this represents just one aspect of our professional expertise. Much of our careers have been focused on the district, city, and metropolitan scale—where we integrate urban planning, design, and real estate economics to structure and guide complex land development initiatives. This work often occurs upstream of individual buildings, shaping the regulatory frameworks, development programs, infrastructure systems, and economic strategies that determine what gets built, where, and at what scale.

In addition to planning for new areas, the firm's consulting work extends to existing real estate portfolios. It includes optimization, repositioning, and investment strategies. In such assignments the focus shifts from pre-development to performance of assets—how they operate within broader market, financial, and business contexts.

That said, architectural training is not incidental to any of this work — it is foundational. At its core, urban planning and real estate are exercises in translating abstract policy, market demand, and capital flows into physical form. Buildings (and the interior spaces they enclose) are the fundamental units of that translation—and the primary way most people experience their environment. Without a practical, technical understanding of how buildings are conceived, dimensioned, engineered, and constructed— as well as used, operated, and maintained—planning often becomes overly theoretical or academic. In many cases, it can even become problematic—producing frameworks that are unbuildable and policies that are either ineffective or counterproductive. Our approach acknowledges and tries to correct for that; an understanding of architecture is part of it. It provides several critical capabilities that materially improve decision-making for this type of consulting:

1. Dimensional and Spatial Literacy (Regulations → Form)
Planning frameworks rely heavily on abstractions—floor area ratio, density, height limits, setbacks, coverage ratios. An architectural background allows these metrics to be translated into actual building envelopes, unit yields, and massing configurations. This enables rapid, accurate “back-of-the-envelope” testing of development scenarios:

What does floor area ratio actually look like on a parcel?
How many residential units does that realistically produce given core layouts and circulation?
At what point do efficiency losses (cores, structure, parking) materially erode yield?

Without this literacy, planning decisions often misestimate capacity, leading either to underbuilt sites or infeasible entitlements.

2. Constructability and Cost Realism
Real estate feasibility is highly sensitive to construction typology (e.g., wood-frame vs. concrete vs. steel), structural spans, façade systems, and MEP complexity. Architectural training embeds an understanding of:

Cost per square foot by building type and height regime
Structural grids and their impact on unit layouts and parking efficiency
Vertical circulation requirements (elevators, stairs) and their thresholds
Site constraints that trigger cost escalations (soil conditions, podiums, flood mitigation, etc.)

This allows early-stage planning and master planning to align with realistic proforma assumptions.

3. Site Planning and Infrastructure Interface
At the urban scale, the most critical failures often occur at the interface between buildings and infrastructure:

Street sections vs. building frontages
Utility corridors vs. foundation systems
Loading, servicing, and access constraints
Parking integration (below-grade, podium, or structured)

This ensures that parcels, blocks, and infrastructure systems are designed in a way that can actually accommodate viable building types.

4. Programmatic Efficiency and Yield Optimization
Real estate value is driven by usable square footage, not gross theoretical capacity. Architectural training enables:

Understanding of net-to-gross efficiency ratios
Unit mix implications (e.g., double-loaded corridors vs. point towers)
Retail depth and frontage requirements
Office floorplate efficiency and leasing viability

This directly ties planning decisions (block size, frontage length, depth) to revenue and absorption performance.

5. Regulatory and Entitlement Considerations
Zoning codes, building codes, and life-safety requirements are often treated as separate domains, but in practice they are tightly coupled. Architectural expertise allows for:

Anticipation of code-driven design constraints (egress, fire separation, accessibility)
Identification of when zoning envelopes are technically unbuildable under code
Structuring of entitlements that align with real building solutions, reducing variance requests and delays

6. Design Quality and Market Positioning
Architecture shapes perception and market differentiation. Understanding building envelopes, materials, and spatial experience ensures real estate that:

Is aligned with target market segments (luxury vs. workforce vs. institutional)
Supports placemaking and branding objectives
Avoids generic or non-competitive built outcomes

This is particularly critical in large-scale developments where long-term value depends on sustained market appeal.

7. Visualization as a Decision-Making and Alignment Tool
One of the most significant advantages of architectural training is the ability to visualize and communicate complex development scenarios. At the planning and real estate scale, decisions are often made by stakeholders who are not trained to interpret spatial programs, zoning diagrams, or financial models. Visualization bridges that gap by converting information into forms and images that everyone can understand:

Plans, Elevations, Sections, and Diagrams: Translate land use, circulation, and infrastructure strategies into clear spatial logic that can be tested and iterated quickly.
3D Massing Models: Convert regulatory requirements and design ideas into volumetric studies, allowing immediate evaluation of density, skyline impact, and shadowing.
Renderings & Animations: Communicate design intent, material quality, and user experience—critical for stakeholder buy-in, entitlement approvals, and investor confidence.
Phasing: Show how large-scale developments evolve over time, clarifying sequencing, infrastructure rollout, and interim conditions.
Data-Integrated Models (GIS + 3D): Combine market data, demographics, and infrastructure systems with physical form to support scenario analysis and investment decisions.

In sum, architecture provides the technical and spatial “ground truth” for both urban planning and real estate. It connects three domains that are often siloed:

Planning (policy and entitlement)
Design (physical form and user experience)
Finance (feasibility and value creation)

Professionals who operate only at the planning level may produce visions that are not buildable. Those focused only on finance may optimize spreadsheets without understanding physical constraints. And those working only at the building scale often lack an understanding of broader systems and market dynamics. Ours is a firm with a wide range of expertise that bridges all three of these domains. This allows us to provide advice with a level of understanding, realism, and relevance that would not be possible otherwise.

Residential Tower Complex