Real-estate media studioSystem 05 / 10

LISTING VIDEO PRO // VERIFIED CASE STUDY

AI Real-Estate Video SaaS

Generate movement without inventing the property.A deployed multitenant real-estate media SaaS joining governed AI generation to organization workspaces, append-only credits, Stripe test-mode billing, resilient media delivery, compliance controls, and platform-wide operations oversight.
AI CAPABILITY PLANEGenerative media governed by fidelity, signed callbacks, cost, and publication controls
Listing mediaValidated input
fal.ai generationQueued provider
Fidelity scoringEmbedding + VLM
Brand assemblyFFmpeg worker
Publish approvalCustomer authority
Verified
Image-to-video generation

Creates listing-media candidates through a controlled provider queue.

Approved imagesVideo candidate
Verified
Visual fidelity scoring

Uses embeddings and vision escalation to detect material drift.

Source + outputQuality decision
Verified
Provider routing

Separates generation requests, signed callbacks, retries, and finalization.

Queued jobFinalized asset
01 // SYSTEM TOPOLOGY

Connected architecture

Repository- and test-backed SaaS architecture with the real-customer launch boundary clearly marked.

PlatformData planeEdge / externalAuthority / control
01 // Acquisition + trust
Public + legalMarketing, terms, privacy, AI disclosure

WHYConnects this stage of the system flow

Verified
02 // Product control
Organization workspaceBetter Auth roles and tenancy

WHYConnects this stage of the system flow

Verified
Listing intakeValidated uploads + media metadata

WHYConnects this stage of the system flow

Verified
03 // AI production
Generation workflowQueued status lifecycle

WHYConnects this stage of the system flow

Verified
fal.ai queueImage-to-video provider

WHYConnects this stage of the system flow

Verified
04 // Security boundary
Signed callbackHMAC + replay-safe finalization

WHYRejects untrusted provider callbacks

VerifiedSECURITY GATE
05 // Quality control
Fidelity gateEmbedding + VLM escalation

WHYRejects unsafe generated output

VerifiedCONTROL GATE
06 // Media assembly
Branding serviceIsolated FFmpeg worker

WHYApplies deterministic brand rendering

Verified
07 // Media delivery
Object storageS3-compatible media delivery

WHYConnects this stage of the system flow

Verified
08 // Financial control
Credit ledgerAppend-only org accounting

WHYPrevents unreserved provider spend

Verified
Stripe test modeSubscriptions, top-ups, signed webhooks

WHYPrevents unreserved provider spend

Verified
09 // Data platform
Neon PostgresTenant and workflow state

WHYConnects this stage of the system flow

Verified
10 // Platform operations
Operations consoleHealth, attention queue, activity

WHYConnects this stage of the system flow

Verified
11 // Delivery assurance
CI release gatesDatabase, billing, web and native media checks

WHYConnects this stage of the system flow

Verified
GOVERNED OUTCOMEThe product now spans authenticated listing intake through generation, fidelity review, branding, gallery delivery, billing controls, and a server-authorized Super Admin operations plane; customer-shaped launch verification remains gated.Acquire → Intake → Generate → Verify → Account → Operate
LISTING VIDEO PRO— AI SAAS PRODUCTION CHAIN
  1. 1Organization workspaceVerified
  2. 2Listing intakeVerified
  3. 3fal.ai queueVerified
  4. 4Signed callbackVerified
  5. 5Fidelity gateVerified
  6. 6Branding serviceVerified
  7. 7Object storageVerified
  8. 8Credit ledgerVerified
  9. 9Operations consoleVerified
ADMIN 105/105 • CREDITS 52/52 • WEBHOOK 7/7
REAL-CUSTOMER LAUNCH PENDING

PURPOSEA recruiter-readable visual summary of the detailed topology above; verification labels preserve the boundary between demonstrated, pending, and historical evidence.

02 // PROOF LIBRARY

Evidence gallery

Engine-lab validation gates
Claim state: HistoricalArtifact type: Historical exportReviewed: 2026-07-27
Engine-lab validation gates

Historical Phase 0 evidence covering 26 passing tests, a wide fidelity-classification spread, verified provider pricing, signed callbacks, review routing, and failure refunds.

Open full evidence Listing Video Pro P1 handoff and realty-engine-lab source/tests; not current production SaaS telemetry
AI-generated listing frame
Claim state: VerifiedArtifact type: Synthetic fixtureReviewed: 2026-07-27
AI-generated listing frame

Example-address lab preview with deterministic branding and explicit AI-generation disclosure.

Open full evidence Realty engine lab output
Claim state: VerifiedArtifact type: Approved design artifactReviewed: 2026-07-27
Generation workflow demo

Lab-produced video demonstrating the property-to-branded-media output path.

Open full evidence Realty engine lab output

Visual workflow demonstration with playback controls and a descriptive summary.

Architecture mapAvailable now

Sanitized logical topology with evidence states.

Dashboard / DAGCapture pending

Sanitized dashboard export or orchestration capture still required.

Video / demo clipAvailable now

Playable project demonstration is included above.

Product screenshotCapture pending

A sanitized operational or product screenshot is still required.

NEXT CONVERSATIONDiscuss this architecture

Explore how this delivery pattern can be adapted to a governed enterprise deployment.

Contact AlonzoNext: PASS OR BUY
PRIVATE REVIEW ROOMSensitive evidence stays private

Production endpoints and restricted artifacts remain disconnected until an identity provider and access policy are explicitly configured.