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, resilient media delivery, private fidelity evidence, 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 + legalCookie policy live; counsel approval pending

WHYConnects this stage of the system flow

02 // Product control

Organization workspaceBetter Auth roles and tenancy

WHYConnects this stage of the system flow

Listing intakeNative upload + digest receipt

WHYConnects this stage of the system flow

03 // AI production

Generation workflowQueued status lifecycle

WHYConnects this stage of the system flow

fal.ai queueH3 source-anchored motion

WHYConnects this stage of the system flow

04 // Security boundary

Signed callbackHMAC + replay-safe finalization

WHYRejects untrusted provider callbacks

Reconciliation boundaryAuthenticated + private, no-store

WHYRejects untrusted provider callbacks

05 // Quality control

Fidelity gatePrivate source + frame evidence

WHYRejects unsafe generated output

06 // Media assembly

Branding serviceFFmpeg strip + zero-audio probe

WHYApplies deterministic brand rendering

07 // Media delivery

Object storagePrivate immutable review evidence

WHYConnects this stage of the system flow

08 // Financial control

Credit ledgerAppend-only org accounting

WHYPrevents unreserved provider spend

Stripe test modeBilling mode remains unverified

WHYPrevents unreserved provider spend

09 // Data platform

Neon PostgresTenant and workflow state

WHYConnects this stage of the system flow

10 // Platform operations

Operations consoleHealth, attention + settlement state

WHYConnects this stage of the system flow

11 // Delivery assurance

CI release gatesDatabase, web + native media checks

WHYConnects this stage of the system flow

GOVERNED OUTCOMEThe production source now retains private immutable fidelity evidence, preserves native upload bytes through the acceptance path, supports H3 source-anchored motion with verified audio removal, and exposes settlement anomalies through the operations attention queue. The September 25 release also published the cookie policy and made reconciliation responses private and non-cacheable; fresh human fidelity acceptance remains gated.Acquire → Intake → Generate → Retain → Verify → Account → Operate

LISTING VIDEO PRO— AI SAAS PRODUCTION CHAIN

1Organization workspaceVerified
2Listing intakeVerified
3fal.ai queueVerified
4Signed callbackVerified
5Fidelity gateVerified
6Branding serviceVerified
7Object storageVerified
8Credit ledgerVerified
9Operations consoleVerified

43/43 HEALTH • 128/128 ENGINE • 224 WEB TESTS

FRESH HUMAN FIDELITY ACCEPTANCE 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

Claim state: VerifiedArtifact type: Repository-derived evidenceReviewed: 2026-09-28

Production trust-boundary release

Production release evidence for published legal content, authenticated private/no-store reconciliation responses, anonymous denial, and reverified password-auth role boundaries.

Open full evidence Listing Video Pro main at 04e0aff plus September 25–26 deployment and authenticated audit records; identities, tokens, media, billing data, and provider requests excluded

Claim state: VerifiedArtifact type: Repository-derived evidenceReviewed: 2026-09-13

Private fidelity and media controls

Production-source evidence for native upload identity, private immutable fidelity custody, H3 source-anchored motion, verified audio removal, settlement attention, and the retained human approval boundary.

Open full evidence Listing Video Pro merged production history through 9f7440e and September execution records; private media, tenant identifiers, credentials, provider request IDs, and storage keys excluded

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

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 Alonzo Next: 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.