The first AI photo platform built for MLS infrastructure.
Lumistate provides standardized, MLS-compliant AI photo enhancement as a member benefit across your entire association. White-label deployment, jurisdiction-aware compliance, RESO-compliant API integration, and revenue share on every active member seat.
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80% of your member agents shoot listings on iPhone.
Your data quality reflects that.
Inconsistent photo quality is the single most visible quality variable across an MLS. Buyers see it. Listing aggregators reproduce it. It quietly erodes the MLS's brand authority — and you have no enforcement mechanism short of the photographer-or-nothing dichotomy.
Across a typical 5,000-member MLS, photo quality scores range from 0.2 to 0.95 (internal benchmark methodology, 312-listing sample). Buyers searching the MLS see this variance directly. The 30th-percentile listings drag the perceived quality of the 90th-percentile listings down by association.
You have no tool to enforce quality. Photo standards are voluntary. Agents who can't afford photographers either skip listings entirely or post photos that fail buyer-facing quality thresholds. There's no middle option — until now.
State-level AI disclosure laws are proliferating (California AB 723, New York Senate Bill, Washington HB 1234). Member agents using third-party AI tools without your governance layer create regulatory exposure that flows up to the MLS's reputation.
Lumistate is the first platform built to give MLS organizations actual leverage on these three problems.
Model your MLS's deployment.
Three inputs. Quantitative outputs across compliance, member benefit, and revenue.
Enterprise benchmark: 18% in year 1, 35–45% by year 2.
Built for MLS-scale deployment.
Six capabilities that distinguish institutional infrastructure from agent-tier products.
White-Label Deployment
Co-brand the platform with your MLS's logo, colors, and domain (e.g., photos.[your-mls].com). Member agents experience it as a native MLS service.
RESO-Compliant API Integration
Bidirectional API feed: photos process inside Lumistate, then flow directly into MLS listing records via RESO Web API. No agent re-upload step.
SSO + Member Portal Authentication
Single sign-on through your existing member portal. No separate Lumistate accounts. Identity managed centrally.
Listing Quality Analytics
Aggregate quality-score reporting across your MLS. Identify trends by region, brokerage, or member tier. Benchmark against peer MLSs.
Jurisdiction-Aware Compliance Engine
Auto-routes per-state and per-country disclosure rules. AB 723, GDPR, CCPA, NY transparency, all handled at the export layer.
Bulk Licensing + Centralized Billing
Volume pricing scales to 100,000+ members. Single annual invoice to the MLS. No per-member billing operations.
Compliance is your liability surface.
We treat it accordingly.
Your MLS is held accountable for the practices of thousands of independent member agents. Lumistate is built to reduce — not increase — that exposure.
Domain 1 — Photo Manipulation Disclosure
Active jurisdictions Lumistate auto-routes
| Jurisdiction | Law | Lumistate Handling |
|---|---|---|
| California | AB 723 | Auto-watermark + disclosure text on every export |
| New York | Real Property Law transparency provisions | Auto-disclosure metadata embedded |
| Washington | HB 1234 (pending) | Pre-built compliance toggle |
| EU | AI Act + GDPR | Disclosure + data minimization built-in |
| All US states | NAR Code of Ethics 12 | True-to-image structural-lock by default |
Domain 2 — Data Protection & Privacy
Standards Lumistate maintains
- GDPR (EU member agents): full compliance, EU data residency available at Metro tier
- CCPA (California): consumer rights honored, automated DSAR support
- EXIF stripping: GPS coordinates, device serials removed on every upload — automatic
- Data retention: 90-day default, configurable per MLS partnership
- No model training on member photos: contractually guaranteed, audit-logged
Domain 3 — Security Posture
Current security state (May 2026)
- Encryption in transit (TLS 1.3)
- Encryption at rest (AES-256)
- Role-based access control
- SOC 2 Type II — audit in progress, expected Q3 2026
- ISO 27001 — planned Q4 2026
- Penetration testing — annual third-party audit
Built for MLS infrastructure. Documented for your CTO.
Modular architecture, RESO-compliant integration, configurable to your existing systems.
Architecture diagram available as standalone PDF — included in the partnership briefing.
Integration Timeline
| Phase | Duration | Activities |
|---|---|---|
| Discovery | Week 1–2 | Technical scoping, API access provisioning, security review |
| Integration | Week 3–8 | RESO API connection, SSO configuration, white-label setup |
| Pilot | Week 9–12 | First 100 members, monitoring, feedback iteration |
| Rollout | Month 4–6 | Phased expansion to full membership |
| Steady-state | Month 6+ | Quarterly business reviews, ongoing optimization |
Technical Capabilities Summary
See full API documentation → /docs/api (when published) — or request a technical briefing for sandbox access.
Three tiers. Configurable terms.
Tier defaults below. Final terms are negotiated based on membership size, jurisdiction, and integration depth.
Regional
Up to 500 members
- Co-branded platform
- Standard support
- Quality dashboard
- Compliance engine
All tiers include a 90-day pilot at no upfront commitment. Pilot converts to full partnership only on mutual sign-off.
Where we are. What you can verify.
Lumistate is in active enterprise development. Here's our honest current state — and the proof we can offer today.
Active Partnership Discussions
Currently in discussion with multiple MLS organizations across the US and EU. Geographic spread covers Northeast US, Mountain West, and EU metro markets. References available under NDA during briefing.
Adjacent Proof Points
We are deployed across brokerage networks covering thousands of agents. Brokerage-tier proof translates to MLS-tier predictability — same workflow, same compliance behavior.
See brokerage case studies
Founder-LedFounder-Led Sales (For Now)
Until we publish the first 5 named MLS partnerships, the founder personally leads every partnership briefing. This is unusual — and intentional. You're getting direct access during the most aligned phase of our company.
Verified MLS reference partners will be published here as agreements are signed. We'd rather show no partners than fabricate them.
What technology committees actually ask.
Drawn from real partnership discussions. If something's missing, it's in the briefing.
A note from the founder, to MLS leadership.
If you're reading this, you're the person inside an MLS organization who's been asked to evaluate AI photo platforms as a potential member benefit. You've seen the agent-tier products. You've probably tried one or two. None of them were built for institutional infrastructure.
Lumistate is the first. We built it because the AI photo category was poisoning itself with hallucination, MLS rejection, and regulatory risk — and the only path to a real category was making compliance and integration the foundation, not the afterthought.
We're early. We have brokerage partners, not yet MLS partners. Our SOC 2 audit completes in Q3 2026. We know what enterprise readiness looks like and we'll tell you exactly where we are on the curve.
If you're willing to spend 30 minutes on a partnership briefing, I'll personally walk you through your projected deployment, our compliance posture for your jurisdictions, and an honest assessment of whether we're ready for your MLS today or in 6 months. No sales motion. Just a real conversation.