Pre-construction photography AI for off-plan condo and villa marketing
Pre-construction marketing photography starts with nothing: a floor plan, an architect rendering, and a drone plate of a dirt lot. Buyers are expected to commit a deposit on a unit that does not physically exist. Plotpane is the AI layer that enhances the rendering, cleans up the drone plate, and — once the tower tops out — virtually stages every empty shell unit in the sales-center palette so the off-plan listing ships with hero-grade imagery from day one. Built for the workflows that actually move pre-construction inventory in Miami, Dubai, Singapore, London's Nine Elms, and Toronto's Yonge/Bloor corridor.
The off-plan photography problem: you are selling a unit that does not exist
Pre-construction marketing — called off-plan in Dubai, London and Singapore, pre-construction in Toronto, pre-sale in Miami — has a structural photography gap. Until handover the sales team has three assets: a PDF floor plan, a CGI hero rendering from Chaos Corona or V-Ray, and a drone plate of a bare lot. Buyers across Dubai's Downtown and Palm Jumeirah, Miami's Brickell and Edgewater, Singapore's Orchard and Marina Bay, London's Nine Elms, and Toronto's Yonge/Bloor and King West are asked to wire a 20-30% deposit on that package. Plotpane's pre-construction preset adds the photographic register to the CGI, cleans the drone plate into a proper site hero, and — the moment the floor plate is drywalled — converts a phone shot of the real shell unit into a virtually staged interior the sales team can ship to PropertyGuru, Bayut, Zillow, Rightmove, Idealista, and the developer's own sales-center iPad the same week.
02
Built for the developers running the actual inventory: Related, JDS, Fortune International, DAMAC, EMAAR, CapitaLand, Berkeley Group, Tridel, Concord Adex
Pre-construction marketing is not a generic property-photography workflow. It is a specific 24-36 month campaign cycle with different failure modes at each phase, and the teams running it at Related Companies and JDS Development (Miami), Fortune International Group (Miami and South Florida), DAMAC Properties and EMAAR Properties (Dubai and Abu Dhabi), CapitaLand Development (Singapore), Berkeley Group and Ballymore (London Nine Elms), and Tridel and Concord Adex (Toronto) are shipping cross-border marketing collateral to buyers who will never physically walk the site. Plotpane is built for that scale — the 400-unit Dubai tower, the 300-unit Nine Elms phase, the 60-storey Yonge/Bloor corridor launch, the South Florida pre-sale that closes out from Miami to São Paulo to Buenos Aires.
Singapore new-launch — CapitaLand (Orchard, Marina Bay, Bukit Timah)
London Nine Elms + Battersea — Berkeley Group, Ballymore (zones 1-2 riverside)
Toronto pre-construction — Tridel, Concord Adex (Yonge/Bloor, King West, CityPlace)
03
CGI touch-up: making the architect rendering read as a photograph
The CGI hero from the rendering studio is the single most important asset in the pre-launch deck — and the one buyers have learned to distrust the fastest. Over-clean marble, impossibly sharp specular highlights, that uncanny CAD sheen on bronze and glass. Plotpane's CGI touch-up preset adds what the rendering studio deliberately leaves out: film grain at ISO 400, slight atmospheric haze on the tower at 800m, realistic specular falloff on polished stone, and believable foreground framing. The off-plan hero now reads as a photograph of a building that could exist, not a 3D model. Same pass works on the masterplan aerial, the amenity-floor rendering, and the penthouse interior visualisation — whether the source is V-Ray, Enscape, Lumion, or Twinmotion.
04
Drone plate + architect rendering composite: cleaning the dirt-lot hero
The pre-ground-break drone plate is always ugly. Construction hoardings, trucks, a muddy excavation, the crane base. Plotpane cleans the plate, swaps sky to the cobalt-to-peach dusk gradient the launch book uses, and composites the architect rendering of the finished tower into the actual site geometry — not a generic city backdrop. The result is the hero that ends up on the sales-center lightbox, the launch event invitation, the WeChat pitch for Singapore and Hong Kong buyer delegations, and the full-page DIFC Magazine ad the Dubai team is running against DAMAC and EMAAR's current-cycle launches. No $15K architectural-photography shoot, no three-month wait for the rendering studio to revise the composite.
05
Option A / B / C finish packages on the real drywalled floor plate
The handover moment is where pre-construction marketing either converts or collapses. The buyer who committed 24 months ago on a floor plan now wants to see their actual unit — with the actual finish package they are paying for — before the deed transfer. Traditional approach: commission the CGI studio for each variation at $800-$3,000 per view per option, wait 1-2 weeks per iteration, revise three times, blow the quarterly closing target. Plotpane approach: the sales team captures the drywalled floor plate on an iPhone, Plotpane generates Option A (Carrara marble, oak cabinetry, warm lighting), Option B (Calacatta Gold, walnut cabinetry, cool lighting), Option C (concrete microtop, black-oak cabinetry, ambient accent) on the exact same unit geometry in minutes. The buyer sees their unit, not a masterplan-wide generic.
Real unit geometry captured on a phone — not a regenerated CGI model
Option A/B/C produced in minutes, not weeks of studio back-and-forth
Same preset runs across every unit on the floor — 200-unit tower in one afternoon
Exports clean to the sales-center iPad CMS and to Bayut, PropertyGuru, Zillow, Rightmove
06
Shell-unit virtual staging at handover: closing the gap between model and actual inventory
Every pre-construction tower hits the same inventory gap at TCO: the two model units photograph beautifully, but the other 180-380 unsold shell units photograph as drywall and exposed concrete. The off-plan listing goes live on Bayut, PropertyGuru, Rightmove, Zillow or Realtor.ca looking half-finished — and the resale carries the same weak photography for years. Plotpane virtually stages every shell unit in the exact sales-center palette: Dubai's warm-cream neutral for DAMAC, the cool-grey Scandi register for CapitaLand, the warm-oak heritage feel for Berkeley Group's Nine Elms phase, the crisp contemporary for Tridel's Yonge/Bloor product, the tropical-contemporary for Related's Miami pre-sales. Consistent with the model-unit book, shipped on the day the elevator opens.
07
Integrating with the sales-center iPad CMS and the developer's digital launch pack
Pre-construction sales happens on the iPad in the Downtown Dubai presentation suite, the Raffles Place showroom, the Related sales gallery in Brickell, the Berkeley pavilion at Nine Elms, the Tridel presentation centre at Yonge. Most developer sales centres run a custom CMS driving the finish-package selector and the amenity walk-through — Spacemaker, Realist, Contentful-based internal tools, or the EMAAR / DAMAC in-house platforms. Plotpane exports to formats that drop in without conversion: WebP at 1920 and 3840, optimised JPEG at 4K for print launch books, 1080x1350 for the WeChat and Instagram teasers the Singapore and Hong Kong buyer agents run. Enterprise deployments ship a live integration where the finish selector in the sales-centre UI renders variations on the fly against the captured floor-plate photograph — no pre-baked CGI library to maintain.
08
NAHB + local municipality pre-construction approvals + HUD marketing rules (the compliance layer)
Pre-construction marketing in the US sits inside a specific regulatory envelope. The National Association of Home Builders (NAHB) treats photographic enhancement — exposure, sky, lawn, virtual staging with disclosure — as standard industry practice. HUD's Interstate Land Sales Full Disclosure Act governs pre-sale marketing of undeveloped lots and requires truthful representation of what exists versus what is promised. Local municipality pre-construction approvals (Miami-Dade's condo association disclosure, New York's Attorney General offering plan, California's Bureau of Real Estate public report) require that rendering-based marketing be labelled as artist's impression or conceptual. Plotpane exports XMP metadata flagging every enhanced or virtually staged asset — the same provenance model the real estate photography industry has used since 2019 — so your compliance team has an audit trail for every image that hits a portal, a print brochure, or a sales-centre screen. Dubai's RERA, London's ASA / CAP Code, Singapore's URA, and Toronto's Tarion / HCRA rules track similar disclosure principles; the XMP layer satisfies all of them.
For this region
Local questions, answered
Does this replace our CGI rendering studio for the pre-launch off-plan hero?+
No — not for the pre-ground-break hero where nothing physical exists yet. Your CGI studio still produces the initial master rendering of the tower, the masterplan aerial, and the amenity-floor visualisation. Plotpane picks up in three places: (1) CGI touch-up on the studio's rendering to add photographic register, (2) drone-plate + rendering composite for the site hero once excavation starts, and (3) Option A/B/C finish variations on real drywalled unit captures at the structural-completion phase. Most Miami, Dubai, and Toronto pre-construction campaigns use both flows — the CGI studio for the headline hero, Plotpane for the 200 variations the studio would never economically produce.
How is pre-construction photography AI different from post-construction photography enhancement?+
Different craft, different features, different phase of the campaign. Post-construction photography enhancement is Plotpane's Auto Enhance preset on real completed-unit photography — exposure, sky, window-pull — for MLS, Bayut, Rightmove, Realtor.ca listings after TCO. Pre-construction photography AI is Plotpane's Virtual Renovation preset on architect renderings, drone plates, and drywalled shell-unit captures — for the pre-sales and handover marketing package. Same platform, different presets, different stages of the developer marketing flow from launch through close-out.
We are pre-launching a 400-unit tower in Dubai Marina with DAMAC as the developer — how does pricing work?+
Enterprise scope. A 400-unit off-plan Dubai Marina launch typically needs: 5-8 CGI touch-up passes on studio renderings, 2-3 drone-plate composites for the site hero, 10-15 floor-plate captures with 3 finish variations each (Option A/B/C), and 300+ shell-unit virtual stagings post-TCO for the unsold inventory. That lands in the low-five-figures as a project fee, not ongoing SaaS — priced against the $800-$3,000 per-view CGI revision cycle the developer would otherwise pay. Same scoping logic applies to EMAAR launches, CapitaLand Singapore projects, Berkeley Group Nine Elms phases, and Tridel / Concord Adex Toronto towers. Contact enterprise to scope the exact deliverable list.
Does Plotpane handle the Miami / Dubai / Singapore / London / Toronto regulatory disclosure for pre-construction marketing?+
Yes — at the metadata layer. Every enhanced or virtually staged asset exports with XMP provenance metadata flagging the enhancement stack and the fact that the image is a rendering-based or staged composite, not a photograph of the completed unit. That satisfies NAHB and HUD disclosure expectations in the US, New York AG offering-plan requirements, Miami-Dade condo disclosure, Dubai's RERA pre-launch advertising rules, Singapore's URA marketing guidelines, London's ASA / CAP Code artist-impression labelling, and Ontario's Tarion / HCRA pre-construction disclosure. The XMP is machine-readable for portal auditors (Bayut, PropertyGuru, Rightmove, Zillow) and human-readable for the developer's compliance counsel.
Can the sales-center iPad CMS pull live variations, or do we need a pre-baked CGI library?+
Both flows are supported. Default: pre-baked library — Plotpane generates the Option A/B/C set, exports to the sales-center CMS at WebP 1920 and 3840, the iPad finish-selector drives a static gallery. Enterprise integration: live rendering — the finish-selector UI in the sales-center app hits the Plotpane API against a captured floor-plate reference image, and each variation renders on demand. Developers running high-mix configurable inventory (Berkeley Group's bespoke Nine Elms penthouses, CapitaLand's premium Singapore product, Fortune International's Miami penthouses) typically use the live flow. Standard-config towers use the pre-baked library.
What about the overseas-buyer channel — WeChat, WhatsApp, Telegram, the Dubai-to-Mumbai and Miami-to-São Paulo flows?+
Same pipeline, different export presets. Plotpane exports 1080x1350 vertical for the Instagram and WeChat teasers, 1080x1080 square for WhatsApp status and Telegram broadcasts, 1920x1080 landscape for the YouTube short and the LinkedIn post the Singapore buyer agents run. XMP metadata rides on every export. The Dubai-to-Mumbai off-plan channel, the Miami-to-São Paulo and Miami-to-Buenos Aires Brickell flow, the Singapore-to-Jakarta and Singapore-to-KL feeder markets, and the London Nine Elms to Hong Kong / Shanghai buyer delegations all run on the same asset set exported in five different format presets. One upload, five distribution channels.
Pricing
Premium where it counts. 4K on every plan.
Three plans. Every transformation unlocked. 4K output on every plan, watermark-free on every export, cancel anytime.
14-day refund
14-day no-questions refund. If your first render isn’t MLS-ready, we refund it.
Bulk upload — whole-shoot processing with shared preset lock
Up to 5 team seats
Roll-over renders (up to 3× monthly cap)
Shared brand presets across the team
White-label export (studio logo on delivery ZIP only — never on the image)
Dedicated account manager
Agencies only Includes 5 seats · additional seats $25/mo
Feature
Starter$39/mo annual
Pro$79/mo annual
Agency$199/mo annual
Renders per month
100
300
800
Every transformation (staging, dusk, sky, declutter, enhance, renovate, sketch-to-render)
4K output (up to 3840×2160)
Watermark on export
None
None
None
Invisible XMP disclosure metadata
Bulk upload & batch processing
Up to 25 at a time
Up to 200 at a time
Up to 200 at a time
Batch consistency (shared preset, white balance, and grade across the listing)
Priority render queue
Composed pipeline (stack tools in one render)
Brand presets (studio logo on delivery ZIP)
Shared across team
Team seats
1
1
5 (additional $25/mo each)
Roll-over renders
Up to 3× monthly cap
White-label delivery ZIP
Support
Email
Priority email
Dedicated account manager
Cancel anytime, one click in Stripe portal
14-day refund on first render
Pricing FAQ
Billing, quotas, and refunds.
Yes — one click in the Stripe billing portal from your dashboard. Billing stops immediately and any remaining credits stay usable through the end of the billing period.
Starter and Pro renders refresh at the start of each billing cycle and do not roll over. Agency renders roll over up to 3× your monthly cap, so a slow month isn't wasted.
We never auto-charge for overages. Once you hit your cap, new renders pause until your next cycle. If you need more room immediately, upgrade your plan from the billing page and your new quota applies instantly with proration.
No free trial. Instead, every plan carries a 14-day no-questions refund — if your first render isn't MLS-ready, we refund it. We chose a hard paywall over a throttled free tier so every plan gets full 4K output and every tool from day one.
Yes — annual billing is roughly 20% off the monthly rate (Starter $39 vs $49, Pro $79 vs $99, Agency $199 vs $249, all per month). The toggle above swaps the two.
Enterprise
MLSs, franchises, portals, and photography networks.
Custom volume packages, SSO, SOC 2 readiness, private-cloud deployment, and dedicated CSMs. We partner with networks processing 50,000+ listings per month.
No. Midjourney and DALL-E invent scenes from text prompts — beautiful for art, disqualifying for a listing. Plotpane is a structure-preserving pipeline: your room geometry, windows, and floor plan stay exact. We stage, re-light, swap skies, declutter, and 4K-enhance your actual photo. No hallucinated architecture, no invented rooms.
BoxBrownie and Styldod are human-edit services: you upload, a retoucher works overnight, you get a result in 24–48 hours at $2–$32 per image per treatment. Plotpane runs the full listing pipeline — staging, dusk, sky, clutter, enhancement — in one upload, in ~90 seconds, for a flat monthly subscription. Same 4K quality, no queue, no per-image fees.
Yes, when disclosed. NAR guidelines, California AB 723, and REBNY Rule 3.3 all allow virtually staged photos provided the listing discloses them. Every Plotpane export embeds invisible XMP disclosure metadata so the staging record travels with the file. You still handle the listing-remarks disclosure in your MLS portal — that's the part only you can do.
Not on staging or enhancement — our Fidelity Contract enforces structure-preserving masks that lock architecture, windows, and floor plan before any generation runs. Furniture is added to empty rooms; clutter is removed from furnished rooms; lighting and sky are re-graded. Renovation features (new flooring, wall colors) require you to explicitly mark the surface. We never reinvent what's already there.
Yes — one click in the Stripe billing portal from your dashboard. Billing stops immediately, remaining credits stay usable through the end of the billing period, and there's no cancellation fee.
Yes — any AI-generated or AI-modified image is considered an edit requiring disclosure under NAR's standards. That's why every Plotpane export writes invisible XMP disclosure metadata by default. The flag is machine-readable by MLS tooling and survives Lightroom round-trips. You still add the disclosure line to your listing remarks; we make sure the image itself is self-describing.
We don't train on your uploads — ever, with no opt-out toggle needed. Storage is per-account R2 (Cloudflare's object store), isolated from other tenants. When you cancel, your account's files are deleted on schedule. Transit is TLS 1.3, at-rest is AES-256. Full details in /legal/privacy.
Yes. Upload HEIC straight from your phone or desktop — we validate by magic bytes (not just file extension) and convert server-side. PNG, JPG, WebP, and HEIC are all first-class inputs. Output is 4K JPG by default, or request PNG if you need lossless.
Upgrade is instant and prorated: Stripe credits the unused portion of your current plan against the new one, and your new render quota applies immediately. Downgrades take effect at the next billing cycle so you keep your current quota until then. No credits are lost in either direction.
Yes. All plans include a commercial-use license for the agent, brokerage, or photography business on the account. Agency plan adds 5 team seats and a white-label delivery ZIP so you can hand enhanced photos to clients under your own studio brand. Full licensing terms in /legal/terms.
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