Who We Are: A Primer on The Fractional Analyst
If you found this page because someone forwarded you a financial model, sent you a link to a downloadable underwriting template, or mentioned "The Fractional Analyst" in a call and you nodded along without being entirely sure who that was — welcome. This article exists for exactly that moment. It's the plain-language answer to "who are these people, what do they actually do, and should I care?"
The short version: The Fractional Analyst is a commercial real estate analysis firm. We function as an embedded, on-demand analyst bench for investors, sponsors, operators, brokers, and family offices who need institutional-caliber underwriting, financial modeling, market research, and investor reporting — without carrying a full-time analyst on payroll. Since launching in 2024, our team has underwritten billions of dollars in deal volume across every major property type, built financial models used by firms managing up to $2 billion in assets, and published a public library of research and tools at the TFA Blog that has become a resource for the wider CRE community.
The long version is the rest of this article. We'll walk through why the firm exists, what we actually do day to day, who we work with, what it costs, how our track record breaks down, and where we're investing next. Consider this the primer we wish existed the first time you heard our name.
The Problem We Started The Firm to Solve
Commercial real estate has always run on analysis. Every acquisition, every refinance, every capital raise depends on someone building a defensible model, stress-testing the assumptions, and translating spreadsheet output into a decision a lender, a partner, or a limited partner can act on. That work is specialized, time-intensive, and — for a huge swath of the market — genuinely hard to staff.
A vertically integrated institutional shop can afford a deep analyst bench. A syndicator with three deals in the pipeline, a family office managing legacy assets, a broker trying to win a listing with a sharper pro forma than the competition, or a physician who bought into a syndication and now needs to understand their own K-1 — none of them can justify a six-figure full-time analyst hire. But all of them need the same caliber of work.
Our founder, Spencer Vickers, spent six years on the institutional side of the business — underwriting acquisitions, running development deals, and managing assets — before recognizing how often good deals stalled or got underpriced for lack of dedicated analytical bandwidth, not lack of opportunity. In June 2024, he founded The Fractional Analyst with co-founder Josh Stoddard to close that gap: bring institutional-grade underwriting, modeling, and market research to any firm that needs it, priced and scoped to match the size of the request rather than the size of the client's balance sheet.
That's the origin of the name. "Fractional" doesn't mean part-time effort or a discount version of the work. It means you access the analyst capacity in the fraction you actually need — an hour, a project, a quarter, an ongoing retainer — instead of the full fraction of a salary, benefits package, and onboarding runway that a permanent hire requires. If you want the deeper explanation of the fractional model itself, we've written about it at length in What Is a Fractional Analyst (And Why Companies Love Them).
What We Do: Services Built Around the Deal Lifecycle
We organize our work around the points in a deal's life where analysis actually changes the outcome — sourcing, underwriting, financing, holding, and reporting. In practice, that breaks into five core service lines.
Underwriting and financial modeling. This is the core of the business. We build custom acquisition, development, and disposition models from scratch, or we take a model your team already uses and rebuild, audit, or extend it. Multifamily, office, industrial, retail, self storage, mixed-use, hospitality, build-for-rent, mobile home parks, and data centers all run through our shop. Models are built to the standard a lender or institutional investment committee expects: clean assumption tabs, auditable formulas, sensitivity and scenario toggles, and equity waterfalls that hold up to a limited partner's scrutiny.
Market research. Deal decisions are only as good as the data behind them. We pull from institutional-grade sources — the same tier of research used by CBRE, JLL, CoStar, and Cushman & Wakefield — to build submarket-level analysis on rent growth, absorption, supply pipeline, and demographic trends tailored to a specific investment thesis, not a generic market overview.
Asset and fund management advisory. Once a deal closes, the analysis doesn't stop. We support ongoing financial tracking, reforecasting, budget-to-actual reviews, and portfolio-level roll-ups so operators can see performance across an entire book of assets rather than one spreadsheet at a time.
Investor and lender reporting. We build the recurring reporting packages — quarterly investor updates, lender compliance reports, capital account statements — that keep capital partners informed and confident. Well-built reporting is a relationship tool as much as a compliance requirement, and we treat it that way.
Pitch decks and capital-raise support. When it's time to raise equity or debt, we build the presentation materials that pair with the underlying model: investment memos, offering decks, and data-room-ready packages designed to withstand investor and lender diligence.
All five service lines are available through our On-Demand Analyst engagement, which is the main way clients work with us.
Chart of Services
What We Do
Five service lines, mapped to the points in a deal where analysis changes the outcome.
Underwriting & Financial Modeling
Custom or rebuilt acquisition, development, and disposition models — built to a lender's or investment committee's standard.
Market Research
Submarket rent, absorption, supply pipeline, and demographic analysis tailored to a specific investment thesis.
Pitch Decks & Capital Raise Support
Investment memos, offering decks, and data-room-ready packages built to pair with the underlying model.
Asset & Fund Management Advisory
Ongoing financial tracking, reforecasting, and portfolio-level roll-ups across a full book of assets.
Investor & Lender Reporting
Quarterly investor updates, lender compliance reports, and capital account statements.
All five lines are available through the On-Demand Analyst engagement — scoped by project, not by package.
How Engagement Works
We built the engagement model to mirror how CRE deal flow actually behaves: unpredictable, seasonal, and rarely a straight line. You shouldn't have to hire a full-time analyst to cover a busy quarter, and you shouldn't have to let a good deal sit because internal bandwidth is maxed out.
The process runs in three steps. First, you submit a request describing the project, the asset type, and the deliverable you need. Second, we match you with the analyst or team whose background fits the assignment — a multifamily value-add deal gets a different reviewer than a ground-up industrial development or a LIHTC recapitalization. Third, we deliver the model, report, or deck, with regular check-ins along the way so you're never waiting in the dark on a deadline-sensitive request.
Turnaround depends on scope, but most assignments are completed in days to a few weeks rather than months, with one to two check-ins per week to keep clients apprised of progress. One client engaged us for a busy acquisition quarter and we delivered more than 50 underwritings in that window — a volume that would be difficult to sustain with a single internal hire but is exactly the kind of surge work the fractional model is designed to absorb.
Because the scope is set project by project, you're never locked into a fixed package. A quick sensitivity-model tweak and a full development feasibility study with an investor-ready deck both fit inside the same engagement structure — you pay for what the assignment actually requires.
Engagement Model
How It Works
Three steps from request to delivered model — priced by the hour or by the month, whichever matches your deal flow.
Step 01
Submit Your Request
Share the project details — asset type, deliverable, and timeline.
Step 02
Analyst Matching
We match you with the analyst whose background fits the assignment.
Step 03
Receive the Deliverable
Model, report, or deck delivered with regular progress check-ins.
Project / Hourly
1–3 associates, overseen by a director and an executive
3-Month+ Retainer
Full team access for ongoing analytical needs
Who We Serve
Our client base spans the full range of participants in a CRE deal, not just one type of investor. We work with:
Real estate sponsors and syndicators who need underwriting and investor reporting support during a busy acquisition or capital-raise cycle
Family offices managing legacy real estate holdings that need modernized valuation and asset-management workflows
Brokers who want institutional-grade pro formas and market data to support a listing or an investment sales pitch
Developers who need ground-up feasibility studies, draw schedules, and capital stack analysis
Lenders and appraisers who need model audits, comparable analysis, or supplemental underwriting support
Passive investors — including professionals outside the industry, such as physicians and business owners — who need help understanding a deal they're evaluating or already invested in
Private equity real estate firms that need surge capacity during high-volume acquisition periods
We support essentially every major property type: office, industrial, residential, retail, self storage, mixed-use, hospitality, build-for-rent, and mobile home parks. Clients range from independent operators evaluating their first deal to groups managing portfolios worth billions of dollars.
What tends to surprise new clients most is how deep the engagement can go. Firms have used us to check a partner's back-of-envelope assumptions before signing a deal. Data center developers have brought us in to build models for an asset class where in-house expertise is genuinely scarce. Toronto-based investors deploying capital into U.S. markets have leaned on us for underwriting and market research they couldn't easily staff locally. Appraisers, LIHTC sponsors, and mixed-use developers have all used the same on-demand structure to solve very different problems. The common thread isn't the asset type — it's the need for expert analytical capacity on a timeline that doesn't wait for a hiring process.
The Track Record: What "Fractional" Has Delivered So Far
Numbers are a more honest introduction than a mission statement, so here's where things stand.
Collectively, our team has underwritten more than $20 billion in commercial real estate deal volume over the course of our careers, closed roughly $100 million in transactions directly, and supported the management of more than $5 billion in assets. In a single recent year, we served 32 clients managing a combined $4 billion in assets under management — a mix of first-time sponsors and institutional-scale operators. Client relationships have run as long as two years of continuous engagement, and our largest clients today manage portfolios approaching $2 billion in AUM.
We've written about how that scale came together in more detail in How The Fractional Analyst Served 32 Clients with Over $4B AUM in a Single Year, if you want the fuller story behind the numbers.
Statement of Track Record
By the Numbers
The scale behind the "fractional" name — figures from our team's underwriting and client work.
$30B+
Deal volume underwritten
$350M+
Transactions closed
$10B+
Assets supported
56
Clients served in a single year
$2B
AUM of our largest client portfolios
2024
Year founded, Orlando, FL
Figures reflect our team's cumulative underwriting career and firm client history as of 2026.
None of that volume is abstract to us — it's the reason the firm's underwriting standards are built the way they are. A model that's only ever reviewed internally can get away with shortcuts. A model that has to survive a lender's credit committee, a family office's third-party CPA, and a limited partner's own analyst can't. We build to the stricter bar by default, because that's the bar most of our clients are actually being held to.
Templates and Downloads: The Do-It-Yourself Path
Not every need requires a custom engagement. For firms that want a proven underwriting framework they can run themselves, we publish a library of financial models and CRE resources through our downloads shop — including a full Multifamily Acquisition Model and toolkit bundles covering acquisition checklists, LOI templates, T-12 normalizers, pref accrual schedules, and portfolio roll-up tools.
Every template is fully unlocked and editable — formulas, formatting, and branding can all be adjusted to fit your deal or your firm's presentation standards, and each purchase carries a company-wide license so your whole team can use it. If a template needs to be adapted to a deal structure it wasn't originally built for, that's exactly the kind of request that moves into an On-Demand Analyst engagement, and we also offer 1:1 Excel training for teams that want to get more out of the models they've already purchased.
Think of the downloads shop as the entry point and the On-Demand Analyst service as the depth: start with a proven framework, and bring in the team when a deal needs more than a template can give it.
Investing Beyond the Deliverable
The most consistent request we've heard from clients over the past two years hasn't been "underwrite this one deal faster." It's been "give us a system, not just a deliverable." Spreadsheets scattered across email threads, CRMs that weren't built for real estate, and one-off models that never talk to each other are the norm for most growing acquisition teams — and outgrowing that setup is usually the point where a firm starts asking for more than a single underwriting engagement.
We hear that demand, and we're actively building toward it. Rather than get ahead of where that work stands, we'll introduce it properly here on the blog once it's ready for a real announcement. In the meantime, the fastest way to get expert hands on a live deal, a model, or a reporting package remains our On-Demand Analyst service.
For a broader look at how AI is reshaping underwriting, valuation, and capital markets across the industry, see AI in Commercial Real Estate Finance.
Fractional vs. Full-Time Hire vs. a Large Consulting Firm
Firms considering The Fractional Analyst are usually comparing it against two alternatives: hiring a full-time analyst, or engaging a large consulting or advisory firm. Here's how the three stack up on the factors clients tell us matter most.
| Factor | Full-Time Analyst | Large Consulting Firm | The Fractional Analyst |
|---|---|---|---|
| Cost Structure | Salary + benefits + overhead, regardless of deal flow | High day rates, often with minimum engagement size | Pay by the hour or by the month, turn us on or off whenever you need |
| Ramp Time | Weeks to months of onboarding | Often more legal to jump through prior to work actually beginning | Embedded, real-estate-specific expertise from day one |
| Scalability | Fixed capacity — hard to flex up or down quickly | Scales, but often slowly and at a premium | Scales up for a busy quarter, down when things are quiet |
| Domain Depth | Depends entirely on who you hire | Broad advisory focus, not always CRE-specialized | Real-estate-only focus across every major asset type |
| Best Fit | Steady, high-volume deal flow that justifies headcount | Large, strategic engagements with big budgets | Variable deal flow, project-based needs, or a gap in bandwidth |
None of these is universally "better" — a firm underwriting fifteen deals a week probably does need a full-time analyst on staff, and a strategic portfolio-wide repositioning may genuinely call for a large advisory firm. The Fractional Analyst is built for the much larger set of firms in between: those with real analytical needs that don't arrive on a predictable, full-time schedule.
Meet the Founders
How to Get Started
If you have a specific deal, model, or reporting need in mind, the fastest path is to contact us directly with your project details — asset type, deliverable, and timeline. We'll respond with a recommended scope, an analyst match, and a quote before any work begins.
If you'd rather start with a self-serve tool, browse the downloads library for a model or template you can put to work immediately.
And if you're simply trying to learn more about the fractional analyst model, our services, or CRE markets in general before reaching out, the TFA Blog is where we publish that research on an ongoing basis — you can also follow along on LinkedIn or YouTube.
Whether you came here from a downloaded template, a referral, or a search for "who is The Fractional Analyst," the goal of this firm hasn't changed since Spencer and Josh started it: put institutional-grade real estate analysis within reach of any team that needs it, priced and scoped to the work in front of them. If that's where you are right now, we'd like to hear about the deal.
Frequently Asked Questions
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The Fractional Analyst is a commercial real estate analysis firm that provides on-demand underwriting, financial modeling, market research, asset management advisory, and investor reporting to real estate investors, sponsors, brokers, and operators, without the cost of a full-time analyst hire.
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The firm was founded in June 2024 by Spencer Vickers and Josh Stoddard, both real estate finance professionals with backgrounds spanning acquisitions, development, and lending compliance.
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It means you engage analyst-level expertise in the fraction you actually need — by the hour or on a monthly retainer — rather than committing to the full cost of a permanent salaried hire.
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Deal underwriting for acquisitions, dispositions, and ground-up development; multi-scenario financial modeling; market and competitive research; valuation support; equity and debt waterfall modeling; investor and lender reporting; pitch decks and capital-raise materials; and model audits or quality reviews.
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Project and hourly work starts with a $2,500 minimum retainer, billed at $165/hour for associate-level work and $195/hour for executive-level work. Firms with ongoing needs can retain the full team for $7,500/month with a six-month minimum commitment.
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No. Clients range from individual operators and first-time syndicators to family offices and institutional groups managing portfolios approaching $2 billion in AUM. The engagement structure is scoped to the project, not the client's size.
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Reach out through the Contact page with your project details — asset type, deliverable, and timeline — and the team will respond with a recommended scope, analyst match, and quote.