Four Months Into AB 723, the Enforcement Wave Hasn't Arrived — But the Workflow Shift Has

In late February, a Bay Area listing agent forwarded our studio a frantic two-line email: she had uploaded a virtually staged twilight composite to her MLS in October — well before AB 723 took effect — and a buyer's attorney had just asked, in writing, whether the image had been "AI-altered." She wanted to know if her listing was about to get pulled and whether she was personally on the hook for a misdemeanor.

The answer, after twenty minutes on the phone with her brokerage's compliance lead, was no on both counts. The image predated the law's effective date, the alteration was disclosable but not deceptive, and the California Department of Real Estate has, four months into enforcement, taken the posture of warning letters and education rather than license actions. But the question itself is everywhere right now. Agents are bracing for an enforcement wave that has not arrived. Meanwhile, the part of the law that has actually changed daily practice — the part that should have been the headline — is moving quietly through photographer deliverable pipelines, and almost no one is writing about it.

The Panic vs. the Field

The pre-effective-date trade coverage was uniform in tone: AI-detection tools at MLS scale, automated listing audits, single-violation suspensions, civil exposure in the thousands per misuse. Several published guides quoted figures like "30-day suspension and thousands in lost commissions" for first violations. None of that is what the field looks like in May 2026.

What MLS implementation has actually produced is a manual disclosure regime layered on top of existing rules. The California Desert Association of REALTORS®'s own guidance is explicit: "There is no automatic detection for digitally altered images — agents must manually click a watermark icon to indicate when images are digitally altered/AI renderings." CRMLS, CDAR, and SDMLS have all added compliance fields and built-in watermark options to their photo-management workflows. CDAR's watermark feature went live April 27. Enforcement, where it has occurred, has been complaint-driven and educational — letters, not license actions.

WAV Group's Victor Lund, who has been one of the most-cited industry voices on the law, was unusually candid in his November 2025 analysis: "When I first reviewed the language of this law I overreacted." That admission, from someone who consults at the MLS-executive level, is the most honest framing of the gap between the statute on paper and the statute in practice. The law is real. The deepfake-detection arms race the headlines anticipated is not — at least not yet, and not in the form the headlines described.

What the Law Actually Says (and Doesn't)

Most of the trade-press summaries skipped the part of AB 723 that matters most to a working photographer: the explicit carve-out for routine processing. Business & Professions Code §10140.8(b)(2), the operative definition section, states that a "digitally altered image" does not include an image where only "lighting, sharpening, white balance, color correction, angle, straightening, cropping, exposure, or other common photo editing adjustments are made that do not change the representation of the real property."

That is a meaningful carve-out. It means HDR blending, exposure stacking, lens-distortion correction, basic tone-mapping, and standard color work do not trigger the law. A flambient sequence — a flash exposure blended with an ambient exposure of the same room — produces an image that is technically composited but does not, under the statute's own language, qualify as "digitally altered" so long as fixtures, furniture, and the property's physical elements are unchanged.

What does qualify, and clearly so, is anything that changes the property's depiction: virtual staging that adds furniture, sky replacements, pool-water additions, snow removal, removal of construction debris or street cones, fireplace effects, foliage greening on a brown lawn. These are the alterations that have to ship with a "reasonably conspicuous" disclosure adjacent to the image and a publicly accessible link, URL, or QR code to the unaltered original. For images posted to a website the agent controls, the original has to be present in the listing carousel itself.

This is where the photographer-agent handoff matters in a way most agents have not yet internalized. The compliance burden is on the listing broker and salesperson, not on the photographer or the MLS. But the photographer is the one with the file.

The Workflow Shift That Quietly Happened

Here is what the trade press undersold. The compliant deliverable is now, by structural necessity, a paired set: the as-shot, technically processed original plus any altered variant, both archived, both retrievable. SDMLS has gone as far as publishing a photographer-package specification — what files have to be delivered, named, and retained for a listing to ship clean.

For a studio that already delivers a layered archive — original RAW, processed JPEG master, and any post-processed variants tagged separately — AB 723 was a paperwork update. The pipeline already produced the receipts. For a studio that flattens to a single delivery JPEG and lets the agent figure out the rest, AB 723 has forced a complete rebuild: cloud archive of every original, retention policy on the unaltered master, hosted gallery URLs that survive at least the duration of the listing plus the statute-of-limitations tail.

A practical example: a 3,200 square foot Los Angeles colonial we covered in March needed twilight blending on three exterior frames and virtual staging on a vacant primary bedroom. The MLS upload now includes both versions of each — the unaltered ambient-only exterior next to the twilight composite, the empty bedroom next to the staged variant — with the altered images tagged in the MLS photo-remarks field and a QR code on the printed flyer pointing to a public gallery of all originals. The shoot took the same time. The deliverable did not. Edit, archive, and gallery-publish added roughly forty-five minutes per listing, every listing, going forward.

That is the change. It is unglamorous, it does not produce headlines, and it is going to determine which studios are still standing in California in twelve months.

The Counterargument

Not everyone thinks AB 723 is well-designed. The California Association of REALTORS® opposed the bill. Industry consultants, including Lund's WAV Group, have noted that ongoing advocacy for a full MLS exemption is supported by what they call "sound reasoning": staging and image preparation predate the law by decades, the DRE already had general authority over deceptive advertising under existing law, and layering misdemeanor exposure on top of an established regulatory regime is a sledgehammer where a scalpel would do.

That case is real and worth engaging with. The strongest version goes further: most agents who alter listing photos are not deceiving buyers. They are doing what catalog and editorial photographers have done since the 1950s — improving the presentation of an asset whose physical reality the buyer is going to inspect in person before purchase. The downside risk to consumers is, by any honest measure, modest.

The response is not that the legal regime is well-calibrated. It is that the documentation discipline the law forced was overdue. A photographer who cannot produce the unaltered original of a marketed image was running an indefensible workflow before AB 723 made it illegal in California.

Practical Application

For agents — three questions to ask your photographer this week:

First: do you retain the unaltered master of every image you deliver to me, and for how long? "Forever, on encrypted cloud, with a public gallery URL that I can put on a flyer" is the right answer. Anything else creates exposure.

Second: when you deliver virtually staged variants, do they ship as separate, named files alongside the originals, or do they replace the originals in my delivery folder? They have to ship separately, paired and traceable.

Third: do you tag your delivery files with IPTC metadata identifying which images are altered? If they do, your downstream syndication carries the disclosure automatically. If they do not, the disclosure has to be reattached at every platform, and something will get missed.

For photographers — the compliant package is non-negotiable now. Original master plus altered variant for every touched image. Persistent hosted gallery URL per shoot. IPTC metadata tagging on alteration status. Written delivery memo specifying which images are altered and how. If any of those pieces is missing from your standard package, you are exporting your client's compliance risk onto your invoice.

The next state to enact a version of this law will not be the one most of the industry expects. Florida gets named first because Barnes Walker raised the question in print, but Florida has no obvious legislative mover for it. The likelier candidates are states with active attorneys general working a deepfake-disclosure agenda — New York and Washington being the two obvious shapes. The workflow you build to satisfy AB 723 is a workflow that scales when the second state acts. Build it once, build it right, stop bracing for the audit that probably is not coming, and start charging for the documentation discipline you should have been delivering all along.

— Tanya Pearson, ModelHaus

Sources: - [California's New Photo Disclosure Law and What It Means for MLSs and Brokerages — WAV Group (Victor Lund)](https://www.wavgroup.com/2025/11/19/californias-new-photo-disclosure-law-and-what-it-means-for-mlss-and-brokerages/) - [California's New Listing Photo Law: What Real Estate Agents Should Know — Inman](https://www.inman.com/2026/01/23/what-you-should-know-about-californias-new-listing-photo-law/) - [AB-723 Real estate: digitally altered images: disclosure (Business & Professions Code §10140.8)](https://leginfo.legislature.ca.gov/faces/billNavClient.xhtml?bill_id=202520260AB723) - [A Guide for Digitally Altered Photos in the MLS — California Desert Association of REALTORS®](https://cdaronline.org/mlsaiphotosguide/) - [AB 723 — Photographer Package Needs — SDMLS Support](https://support.sdmls.com/support/solutions/articles/150000220330-ab-723-photographer-package-needs) - [AB 723 'Digitally Altered Images' Law and CRMLS rules — Faria Photography](https://www.fariaphotos.com/blog/ab-723-digitally-altered-images-law-and-crmls-rules/)