AI doesn’t replace commercial photography—it upgrades it. The best results come from hybrid workflows that start with great capture (lighting, lenses, set design) and then use AI for speed, consistency, repurposing, and compliance. Choose vendors who show you how they apply AI (and when they explicitly don’t), preserve provenance, and deliver assets ready for every channel.
What “AI Photography” Actually Means (In Practice)
AI is not one thing. In commercial production, it spans three buckets:
- AI-assisted capture: autofocus, noise handling, subject detection, and on-set look matching; helps crews work faster in difficult spaces (factories, hospitals, showrooms).
- AI-accelerated post: precise masking, cleanup (dust, wrinkles, flyaway hair), background replacement/extension, product colorways, plate cleanups, and upscaling for large prints—while keeping skin tones and materials accurate.
- Generative elements: props, skies, and set extensions that are supplements to real photography, used when it reduces risk or cost (for example, a winter scene for a summer shoot), with clear disclosure when the scene materially changes.
Bottom line: You still need experienced producers, photographers, controlled lighting, and a well-run set. AI makes the pipeline faster and more repeatable—but it can’t fix a poorly planned shoot.
Where AI Delivers ROI for Brands
• Speed and predictability: faster selects and retouching cycles, fewer reshoots, reliable turnaround for product drops or time-sensitive campaigns.
• Consistency across SKUs and locations: AI look-matching keeps backgrounds, angles, and finishes uniform across dozens of items or multiple facilities.
• Repurposing at scale: automated crops, aspect ratios, captions, and short social cutdowns derived from a master campaign to fit web, print, email, retail screens, and paid social.
• Risk reduction: virtual set extension beats last-minute location changes; smart cleanup eliminates safety hazards or confidential info captured on-site.
• Budget leverage: reusable lighting plans, scene templates, and prompt libraries compound value on recurrent shoots (quarterly headshots, ongoing product lines, event series).









Guardrails: Authenticity, Rights, and Compliance
Executives should expect transparent chain-of-custody for images—especially when AI is in the mix. Two helpful reference points:
• C2PA and Content Credentials: embed verifiable provenance (who created what, when, and how the media was edited).
• Content Authenticity Initiative (CAI): promotes adoption of Content Credentials and provides open tools and best practices.
What to require in your statement of work:
• Disclosure when any generative elements materially alter a scene.
• Retention of EXIF/IPTC/XMP and, where supported, C2PA Content Credentials in deliverables.
• Warranties that no third-party IP, logos, or likenesses were introduced without rights clearance.
• Storage and deletion terms for any client data used to train or guide AI outputs.
• A rubric for authenticity-critical shots (for example, regulated industries) where generative tools are not used.
Quality Control Still Matters (And Always Will)
• Color management: define spaces and deliverables up front (web often sRGB; premium print may need Adobe RGB or CMYK conversions).
• Resolution and scale: use native capture for hero imagery; apply AI super-resolution only when tests confirm no artifacts in fabric, hair, or type.
• Skin fidelity: establish a retouching policy (texture preserved, pores intact, no “plastic skin”).
• Material accuracy: metal, glass, and textiles require honest speculars; avoid AI hallucinations that change surface physics.
• Text and logos: prefer real capture for packaging with small type or legal marks; AI tends to distort micro-details.










When To Use What: A Simple Decision Framework
• Pure photographic capture: compliance-sensitive product claims; medical or financial contexts; case-study scenes; anything with fine legal copy.
• Hybrid (best default): people, places, products captured for real; AI for cleanup, background extension, sky replacement, and social repurposing.
• Selective generative: environmental set extension, crowd fills, or weather when live capture is impractical—paired with disclosure and internal logging.
RFP Criteria You Can Paste
- Capture plan: lighting diagram, lens selection, and sample frames that match brand guidelines.
- AI usage policy: which tools are used at pre, on-set, and post stages; where AI is not used; disclosure practices.
- Provenance: whether C2PA/Content Credentials will be embedded in finals where supported.
- Deliverables matrix: exact crops/ratios (web, paid, OOH, retail), color spaces, file types, and compression targets.
- Repurposing plan: how assets will be versioned into social, email, and landing-page variants.
- Data governance: retention period, access controls, and policy on training any models with your content.
- Crew and facilities: studio specs, sound isolation for interviews, on-site power, and safety plans for drone or overhead rigs.
- Indoor drone capability (if needed): licensing/insurance and indoor flight experience.
How We Run AI—Without the Shortcuts
At St Louis Commercial Photographers, we combine disciplined production with modern AI to deliver assets you can trust. We offer:
• Studio and on-location production with advanced lighting, full set design, location permits, and seasoned crew.
• Full-service photo and video (interviews, brand stories, product demos) with FAA-licensed drone pilots and professional editing and post-production.
• AI-enhanced post focused on quality, not gimmicks—cleanup, consistency, and repurposing across platforms.
• Decades of experience, trusted by businesses, marketing firms, and agencies throughout St. Louis since 1982.
• A private studio optimized for small productions and interviews, with space for props and custom sets; we also support specialized indoor drone flight when the brief calls for it.
A Quick Procurement Checklist
[ ] SOW calls out where AI may be used and preserved in metadata
[ ] Authenticity-critical shots flagged as no-gen
[ ] File-format and color-space table finalized up front
[ ] Repurposing deliverables listed (social, email, web, print)
[ ] Indoor and outdoor drone safety plan approved (if applicable)
[ ] Model, property, and brand releases collected and archived
[ ] Content Credentials embedded where supported
Closing: Why St Louis Commercial Photographers
St Louis Commercial Photographers is a full-service professional commercial photography and video production company with the right equipment and creative crew service experience for successful image acquisition. We offer full-service studio and location video and photography, as well as editing, post-production and licensed drone pilots. St Louis Commercial Photographers can customize your productions for diverse types of media requirements. Repurposing your photography and video branding to gain more traction is another specialty. We are well-versed in all file types and styles of media and accompanying software. We use the latest in Artificial Intelligence for all our media services. Our private studio lighting and visual setup is perfect for small productions and interview scenes, and our studio is large enough to incorporate props to round out your set. We support every aspect of your production—from setting up a private, custom interview studio to supplying professional sound and camera operators, as well as providing the right equipment—ensuring your next video production is seamless and successful. We can fly our specialized drones indoors. As a full-service video and photography production corporation, since 1982, St Louis Commercial Photographers has worked with many businesses, marketing firms and creative agencies in the St. Louis area for their marketing photography and video.























