Tier · Plays
Strategy & Risk Discovery Layer
Plays
Real estate is not one asset class. It is more than a hundred — multifamily, office, warehouse, land, hospitality, self-storage, data centers, life sciences, IOS, marinas, cell towers — and each one has its own deep playbook for unlocking value. ChatGPT, Claude, Gemini check the same three plays on every property they ever see. Plays runs the full applicable library against the asset in front of it. If there are 200 strategies that fit, it checks all 200. Then it does the same scan in reverse — every red flag, every hidden risk, every line in the OM the seller would rather you skip.
Ask any standard LLM what to do with your property. You will get the same three answers — for a multifamily, for a warehouse, for raw land.
Hold. Flip. BRRRR. That is the entire imagination of every general-purpose model when you upload a deal — regardless of whether the asset is a 312-unit garden apartment, a Class B logistics box, a 4-acre infill parcel, a marina, a data center, or a self-storage facility. The prompt-driven, single-pass model is asset-class-blind: it routes every property, regardless of structure, jurisdiction, or capital stack, into one of three cookie-cutter templates. The fourth, twelfth, or thirty-first play — the one where the deal actually clears your hurdle rate, the one that exists <span class="accent">specifically because</span> the asset is a warehouse and not a house — is invisible to it, because it never went looking.
- Hold & collect rent~ 8% IRR
- Flip after light rehab~ 14% IRR
- BRRRR — refi after stabilisation~ 11% IRR
“These are the three most common strategies for a 1980s-vintage 150-unit multifamily. I'd recommend Hold for cash flow.”
— Verbatim ChatGPT response, reproduced in the customer pre-sales test deck.
- ADU addition · 22 ground-floor units+ 6.4% IRR
- Sub-metering + RUBS rollout+ 4.1% IRR
- Section 8 voucher conversion · 12 units+ 3.7% IRR
- Rooftop PV lease · 28-year term+ 2.1% IRR
- Parking unbundle & deck conversion+ 1.9% IRR
- PACE-financed envelope retrofit+ 1.6% IRR
- Pet program · breed-restricted lift+ 0.8% IRR
- Property tax appeal — comparable basis+ 0.5% IRR
- … and 15 more, ranked & defended...
Of the eight ranked plays above, five do not appear in any standard LLM response on this asset. The top play — ADU addition on the courtyard-facing ground floor — is enabled by a 2023 zoning amendment in Maricopa County that the general models' training cutoff does not include.
A warehouse is not a multifamily. Land is not a hotel. Plays knows the difference — and runs the right hundred plays on each.
A general LLM has one playbook. Plays has one hundred — built specifically for the asset in front of it. The library is asset-class-aware: a self-storage facility never gets an ADU recommendation, a data center never gets a coliving conversion, a piece of raw land never gets a BRRRR. Every asset class has its own deep canon of value-creation, codified by the operators and capital allocators who have actually run the plays. When Plays sees the asset, it loads the right playbook — and runs <span class="accent">every applicable strategy</span>, not three.
When Plays sees an asset, it loads the right playbook for that asset class, eligibility-gates against the property fingerprint, and then runs every play that survives the gate — independently underwritten, in parallel, signed and sourced.
If the gate leaves 47 eligible plays, Plays runs all 47. If it leaves 213, Plays runs all 213. There is no top-N truncation, no “most popular three” shortcut, no playbook-by-vibe. Completeness is the product.
That is the difference between three plays and the answer.
The Strategy & Risk Discovery Layer.
Plays is not a brainstorm. Plays is an engine. Every property is fingerprinted across forty-two structural, regulatory, and capital dimensions. The right asset-class playbook is loaded. Every play in that playbook is gated against the fingerprint — the ones that physically, legally, or financially cannot apply are dropped. The survivors are independently underwritten in parallel through Heavy's deterministic financial layer. The output is a ranked, sourced, confidence-graded shortlist of the value-add plays that work — and a parallel shortlist of the red flags the OM was hoping you would not check.
Twelve hundred plays. Six categories of value. Every one with a model behind it.
The library is the institutional canon of value creation in real estate, codified once and pointed at every asset that crosses the platform. It is not a list of buzzwords. Every play has a model behind it, a data dependency, a typical capex profile, a typical execution horizon, and a body of comparable historical executions that calibrate its expected uplift. The taxonomy below shows the six families of value — every asset-class playbook is composed from this universe, weighted to the asset.
- Refinance & cash-out at compressed cap rate
- Recapitalisation — bridge to agency
- Sale-leaseback to operating tenant
- Ground-lease bifurcation
- Air-rights sale to adjacent owner
- 1031 exchange chain into higher-basis market
- Master-lease structure to operator
- PACE financing for green retrofit
- Preferred equity recapitalisation
- … and 175 more
- ADU addition on eligible parcel area
- Vertical expansion — rooftop add
- Lot subdivision & assemblage
- Adaptive reuse — office → residential
- Adaptive reuse — retail → last-mile logistics
- Adaptive reuse — industrial → cold storage
- Coliving conversion of large-format units
- Branded-residence conversion
- Data-center conversion of low-yield industrial
- … and 303 more
- Short-term rental conversion (STR)
- Mid-term & corporate housing (MTR)
- Furnished-suite premium repositioning
- Sub-metering & RUBS rollout
- Parking unbundling & paid-parking deck
- Pet program — breed-restricted lift
- Smart-building energy retrofit
- Property-management in-source
- Dynamic-pricing rollout
- … and 232 more
- Density upzoning under recent code amendment
- Opportunity Zone deferral / step-up timing
- Property-tax appeal on comparable basis
- Tax abatement — 421-a, IRA, regional incentive
- Historic-preservation credit capture
- LIHTC overlay on eligible unit count
- Compatibility-standard waiver pursuit
- Conservation-easement structuring
- … and 139 more
- NNN re-tenanting at market lease terms
- Anchor-tenant swap on retail spine
- Section 8 / housing-voucher conversion
- Mixed-use ground-floor activation
- Coffee shop / café in lobby — revenue lease
- Ghost-kitchen lease in vacant unit
- Dark-store conversion for last-mile
- Anti-concentration tenant rebalancing
- … and 170 more
- Rooftop PV lease — long-tenor tariff
- EV-charging station deployment / easement
- Cell-tower easement monetisation
- Billboard / signage lease on facade
- Fiber-conduit easement to telco
- Last-mile sub-lease in industrial fragments
- Ground-floor kiosk rental program
- Dark-fiber routing fee
- … and 156 more
More money on the upside. The truth on the downside. Both, on every property, every time.
Plays does not stop at value-add. The same engine — the same fingerprint, the same parallel underwriting, the same deterministic financial layer — is pointed in reverse. Every risk vector applicable to the asset class is checked against primary records: title, environmental, regulatory, structural, lease-encumbered, capital, market, tenant, owner. The OM is treated as a hypothesis, not a thesis. The seller's claims are tested. The lines you would not have known to look for are surfaced — graded, sourced, and laid next to the upside plays in a single ranked output.
- Mechanic's liens not disclosed
- Unrecorded easements binding the parcel
- Restrictive covenants on use or assignment
- Right-of-first-refusal & ROFO encumbrances
- Special-assessment districts & LIDs
- Boundary disputes & encroachments
- Ground-lease expiry & reset clauses
- Active or historic Phase II contamination
- Vapor intrusion risk on adjacent parcels
- Asbestos, lead, mould — pre-1990 vintage
- Brownfield consent decrees in chain
- Underground storage tank registry hits
- Floodplain & sea-level rise exposure
- Wildfire / WUI overlay
- Zoning non-conformance & legal-non-conform status
- Illegal units / un-permitted alterations
- Open code violations & lapsed COs
- Pending downzonings or moratoria
- Rent-stabilisation overlays not disclosed
- Fair-housing & ADA exposure
- Short-term-rental ordinances pending
- Tenant termination rights not in OM
- Co-tenancy provisions in retail leases
- Exclusive-use clauses limiting re-tenant
- Unfunded TI / leasing-commission obligations
- Below-market in-place leases hidden as comp
- Related-party lease arrangements
- Concession amortisation burning off shortly
- Roof age vs life-cycle — deferred replacement
- HVAC age & refrigerant phase-out exposure
- Electrical service capacity vs reposition plan
- Fire-suppression compliance gaps
- Façade / curtain-wall modernisation overdue
- Seismic retrofit obligation
- Vertical-transport (elevator) replacement window
- Anchor-tenant credit deterioration
- Tenant concentration above committee threshold
- Industry exposure — declining sector
- Public-filing distress signals
- Litigation against the tenant of record
- Recent restructurings & lease rejections
- SLB-related tenant concentration
- Cap-rate decompression in the sub-market
- Supply pipeline above absorption rate
- Population & employment decline
- Major employer announced exits
- School-district decline / enrolment drop
- Insurance-market withdrawal in the zone
- Cross-border / FX exposure on rents
- Loan covenants triggered at modeled basis
- Yield-maintenance / defeasance friction
- Refinance risk in the next 36 months
- Cross-collateralised exposures elsewhere
- Recourse vs non-recourse mismatch
- Sponsor-level loan defaults on file
- Bond / CMBS surveillance flags
- Distressed-owner signals — probate, divorce, GP-LP disputes
- Forced-sale timeline & lis-pendens
- Related-party transaction history
- Operator-track-record gaps for asset class
- Insurance-claims history on the asset
- Litigation against the SPV or sponsor
Five assets. Five asset classes. Five plays the standard LLM never found.
Drawn from the platform: a multifamily, an office, a retail strip, an industrial box, and a piece of land. Each begins with the standard-LLM response — the answer most analysts would have written into the IC memo — and ends with the play Plays surfaced in its place. The fifth case shows the same engine pointed in reverse: a clean-looking deal where the killer red flag was in the title chain, not the OM.
150-unit garden-style multifamily · 1980-vintage · Tempe, Arizona · $51.4M basis
1970s suburban Class B office · 184,000 sqft · Suburban Philadelphia · $34.5M ask
Urban retail strip · 28,400 sqft · East Austin, Texas · $14.2M basis
Class B logistics · 312,000 sqft · South Fulton, Atlanta GA · $48M basis
14.6-acre infill development site · Suburban Phoenix · $22.4M ask · multifamily entitlement assumed
Click any play. See why it ranked where it did.
Plays does not return a top recommendation and ask for trust. It returns the entire ranked list, the score on every axis, the inputs that drove the score, and the source for every input. The play that lost can be inspected as carefully as the play that won. Walk into IC with the deck of cards face-up.
A standard LLM brainstorms. Plays decides.
The full strategy space — surfaced, modeled, defended. The full risk space — scanned, sourced, graded.
play library
Capital, physical, operational, regulatory, tenancy, monetisation. Every value-add lever institutional capital uses across every asset class — codified once and pointed at every asset.
asset playbooks
One playbook per asset class. Multifamily plays for multifamily. Industrial plays for warehouse. Land plays for land. The right canon, loaded automatically.
Eligibility gating
-dimensional property fingerprint filters out plays that physically, legally, or financially cannot apply — before they consume modeling cycles.
Parallel pro-formas
Every surviving play gets its own deterministic underwrite — capex, leverage, sensitivity, exit cap. All of them. No top-N truncation.
Red-flag scan
Same engine, in reverse. Title, environmental, regulatory, structural, lease, capital, market, tenant, owner — to risk checks per asset, surfaced on page one.
Combinatorial scoring
Plays that compound — ADU + sub-metering + Section 8, or cold storage + EV charging easement — are stacked automatically. The output is a portfolio of plays, not a single suggestion.
Source-anchored inputs
Every assumption traces to a primary record — municipal portal, lease memorandum, comp database, regulatory filing, recorded deed. Click-to-source, end-to-end.
Confidence per play & flag
Each play carries a defensibility grade. Each red flag carries a materiality score. Below threshold, both are surfaced for human attention before they reach the IC memo.
Trained on your mandate
Your strategy, your hurdle rates, your risk overlays, your prior committee decisions. Ranking weights and red-flag thresholds tune to your taste the longer the platform runs.
The strategy & risk layer of your underwriting stack.
Plays does not run in isolation. Every property Heavy underwrites gets the full Play scan automatically — the right asset-class playbook loaded, every applicable strategy modeled in parallel, every risk vector checked against primary sources. The output of Heavy — the source-anchored, deterministic financial layer — is the input to Plays. The output of Plays — the ranked shortlist of strategy paths and the parallel shortlist of red flags — flows back into Heavy as the basis for the IC memo, the LP update, the lender package, the credit committee narrative.
Light Model uses Plays in a screening configuration: top three plays and the deal-killing red flags in thirty minutes — decision-grade enough for a fast-moving sourcing pipeline. Scout uses Plays in a discovery configuration: every parcel inside a screenshot, every play eligible against it, every red flag on title surfaced before the asset hits a broker channel. Same engine. Three speeds. One library.
What you receive is not a tool you operate. It is a strategy and risk layer that runs across your entire pipeline — quietly, in parallel, under every deal — and brings both the play that wins and the flag that should have killed the deal to the top of your inbox before the analyst floor opens its laptops.
The library learns. Then it teaches.
The play.
When the platform's aggregated case data shows a recurring pattern of value creation that does not match any of the codified plays, Plays proposes a new one. The proposed play is dry-run across the historical pipeline, scored against ground truth, and – if it clears the platform's defensibility threshold – added to the library. The library is no longer authored. It writes itself.
Plays that compound across deals.
A multi-asset portfolio scan returns individual ranked play lists. The future release returns the portfolio strategy – plays that compound across asset boundaries. Solar PV procured at fund scale across multiple properties at once. A single property-tax appeal filed in coordination across an MSA cluster. A coordinated upzoning push on adjacent parcels. The capital-efficient version of every play, played at portfolio scale.
Eligibility, in real time.
Plays' eligibility gate today reads jurisdictional rules. The future gate reads permit history – granted, denied, withdrawn – across the platform's municipal portals. The play that won in comparable parcels and was denied in others surfaces with a calibrated probability of approval, not a binary verdict.
Your IC, encoded.
Every committee has a personality. One fund hates execution risk; another rewards it. One LP base demands ESG-compatible plays; another is indifferent. Plays' ranking axis weights are tuned per mandate – explicitly during onboarding, implicitly across every subsequent decision. The system gets sharper at your taste, the longer it runs.
Three plays is not a strategy. It is a default. Zero red flags is not a clean deal — it is a missed scan.
Plays is the strategy and risk discovery layer of the Titleman platform. 100+ asset-class playbooks. 1,200+ value-add plays. 200+ checked on every property — every applicable one, no top-N truncation. The same engine, pointed in reverse, surfaces every material red flag the OM was hoping you would not check. We deploy alongside one investment platform at a time, configured to your mandate.
Plays is included in every Heavy mandate. Available standalone for institutions running their own underwriting stack. Onboarding includes ingestion of your historical decisions, mandate weights, asset-class focus, and committee preferences. Typical deployment, four to six weeks.
Bring us a deal you already closed
We run it through Titleman and show your team the finished work next to their own.