AI image content production (managed service with human review)

Managed service

AI image content production (with human review)

Commercial images that sell—at scale and on brand. We generate and edit product, lifestyle, ads and catalog visuals with artificial intelligence and human quality assurance. We deliver web/social/print-ready files with IPTC/XMP metadata, versioning and full traceability.

Product photos Lifestyle in context Virtual models Ad creatives B2B catalogs
Request a quote See guided examples

Prefer to talk? Email us at info@bastelia.com.

Human + AI alliance for commercial image production
AI + human curation: quality, consistency and speed.

What do we solve for your team?

Variety and speed

  • More angles, backgrounds, styles and versions without multiplying shoot costs.
  • Full series for e-commerce, marketplaces and campaigns in days, not weeks.

Brand consistency

  • Style library: prompts, negatives, framing, palettes and custom LUTs.
  • Delivery with IPTC/XMP metadata and version control in your DAM.

Governance and compliance

  • Options for AI-generated content labeling and technical watermarks.
  • Licensing policies and source documentation (client assets and approved libraries).

Operational savings

  • Less logistics (shipping and setup), more reusable output per channel.
  • Integrates with your stack: CMS, PIM, Ads and AI SEO.

Use cases (selection)

eCommerce & Retail

  • Product photos (hero pack, detail, variants).
  • Lifestyle in context without physical location.
  • Marketplace backgrounds (white, HDRI, neutral scenes).

Fashion, beauty & jewelry

  • AI virtual models for lookbooks and editorials.
  • Accessory & jewelry compositing with realistic proportions.

Marketing & paid media

  • Campaign creatives (static/animated) per audience and country.
  • Multi-format adaptation for Meta, TikTok, Google, Amazon, DOOH.

B2B / Industrial / Real estate

  • AI compositions and renders for technical catalogs.
  • Product integration in simulated or photoreal environments.

Advanced editing

  • Background replacement, multilayer compositing and upscaling.
  • WebP/AVIF conversion, smart crops and responsive variants.
AI application matrix for visual content in business
Controlled AI across product, lifestyle, ads and catalogs.

How we work (6-step process)

  1. Brief & brand guides: goals, audiences, visual tone, references and constraints.
  2. Style library: prompts/negatives, framing, palette, LUTs and lighting.
  3. AI generation / editing: text-to-image, image-to-image, pose/lighting control.
  4. Human curation & QA: selection, micro-edits and brand/defect checks.
  5. Governance & compliance: IPTC/XMP metadata, AI labeling and technical marks.
  6. Delivery & DAM: batches by use (web/social/print), versioning and access in DAM.
AI image pipeline: research, generation, editing, SEO and publishing
Governed pipeline: from brief to delivery with versions and traceability.

Quality, rights and compliance

Mandatory human review

For commercial work we always keep a human-in-the-loop before delivery. QA checks cover sharpness, proportions, brand consistency and rights.

Rights and licensing

We work with client-supplied assets or clearly licensed materials. We log sources and versions for auditability.

Transparency

We can include AI-generated content notices and technical marks where applicable under EU rules and your internal policies.

Traceability

IPTC/XMP metadata, version control and optional technical watermark to protect originality and authorship.

Deliverables

Formats

JPG/PNG/WebP/AVIF; TIFF on request. sRGB/CMYK profiles per channel.

Metadata

IPTC/XMP (collection, SKU, rights, campaign, permissions) and DAM for versioning.

Packages

  • Product (hero + variants + detail)
  • Lifestyle/Context
  • Campaigns (multi-format)
  • B2B catalog

Integration

Publishing into your CMS and marketing automation with your stack. See Implementation & Integration.

Why Bastelia

  • End-to-end managed service: briefing → generation → curation → governed delivery.
  • Consistency & scale: style library and batch QA for new collections and campaigns.
  • Stack integration: DAM, CMS, PIM, Ads and AI SEO.
  • Omnichannel coverage: text, image, audio and video with content generation and maintenance.
  • Clear service models: see Packages & Pricing.
Request a quote Talk to a specialist

Frequently asked questions

Does AI always replace a real photo shoot?
It depends on the use case. For standard product sheets and lifestyle, AI speeds up and lowers costs without hurting consistency. For highly specific campaigns, it can coexist with traditional shoots (compositing and variations).
Who owns the rights to the final images?
The client receives usage rights over the deliverables. We document licenses and the origin of any assets used.
How do you guarantee visual consistency across batches?
With a style library (prompts/negatives, framing, lighting, palette) and a human QA process on every batch.
Is it compliant with EU rules on AI-generated content?
Yes. We offer labeling options and technical marks where required, plus metadata and traceability.
Can you publish directly into our WordPress or DAM?
Yes. We can deliver in HTML/Markdown and, with access, publish in your CMS and upload to your DAM with complete metadata.
What exactly do I receive and in what timeframe?
Image packages organized by use/channel, with metadata and a version changelog. Timelines are agreed per batch based on volume and complexity.

Ready to multiply your creatives with control and compliance

Tell us your goal and we’ll prepare the first batch of images ready for review/publishing.

Start now See industry cases
Contact: info@bastelia.com
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