2026 updates: subject resolver + reference profiles

Agency-grade IPTC,
in just seconds.

captiondesk.app combines Photo/Series mode, context-aware subject code resolver, IPTC profiles initialized from reference photos, and optional face identification. Every field remains editable before JPG/ZIP export, with 24-hour Recent retention.

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Your images to major agency standards

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Latest CaptionDesk developments

Resolver v2
subject code proposals from context + taxonomy
Auto-init profiles
agency profile initialized from a tagged reference photo
Assisted Face ID
optional detection + known-identity prefill
24h Recent
short retention then automatic deletion

What the platform delivers now

Classification

Context-aware subject code selection

The subject code resolver uses editorial context to improve IPTC classification reliability.

Profiles

IPTC profile from reference photo

Import one tagged photo to initialize an agency profile and reuse it as default.

People

Optional identification in series flows

Detect faces, review identities manually, and prefill known people when available.

Editing

Full editorial control

Adjust titles, descriptions, keywords, subject codes, and advanced IPTC fields before delivery.

Bilingual

Native EN/FR output

Captions and metadata are generated and reviewed in both English and French.

Recent

24-hour retention

Deliverables stay available for 24 hours, then are automatically deleted.

Updated 4-step workflow

Built for photo desks that need speed without losing control.

Step 01

Upload + context framing

Upload JPGs, set editorial context, and pass resolution/DPI checks.

Step 02

AI generation + subject resolver

Generate EN/FR captions and keywords with context-driven subject code proposals.

Step 03

Profiles + people validation

Reuse IPTC profiles, initialize from reference photos, and validate identities when enabled.

Step 04

Final review + export

Review field by field, export JPG/ZIP, and keep outputs in Recent for 24 hours.

Current use cases

Agency photo desks

High-volume IPTC delivery with consistent metadata under tight deadlines.

Multi-desk newsrooms

Keep captions and subject codes aligned across multiple contributors.

Comms & institutions

Deliver documented and reusable images with reliable archive-ready metadata.

Independent photographers

Remove repetitive IPTC entry while keeping control over every final field.

Photo packs with the same latest capabilities

Photo + Series, subject resolver, profiles, and optional face ID on every plan.

Starter

250 photos

$9.95 ~ $0.04 / photo
  • Ideal to start with the latest CaptionDesk workflow
  • Photo + Series mode and context-aware subject resolver
  • IPTC profiles from reference photos + default profile selection
  • Optional people identification
  • JPG/ZIP export + 24-hour Recent retention
Scale

5000 photos

$39.95 ~ $0.01 / photo
  • Built for high volumes and tight deadlines
  • Photo + Series mode and context-aware subject resolver
  • IPTC profiles from reference photos + default profile selection
  • Optional people identification
  • JPG/ZIP export + 24-hour Recent retention

No monthly subscription. Final editorial validation always stays with your team.

More reliable production

Resolver and profiles reduce inconsistency from the first delivered sets.

Scales cleanly

Photo and Series share the same validation framework across teams.

Consistent end-to-end quality

People names, bilingual metadata, and subject codes stay aligned across full series.

Frequently asked questions

What changes with the subject code resolver?
Subject code is no longer guessed in isolation. It is proposed from editorial context plus IPTC taxonomy candidates to improve consistency.
Can I create a profile from a tagged photo?
Yes. Import one metadata-tagged reference photo, initialize the profile, then refine required fields before setting it as default.
Is people recognition mandatory?
No. It is optional per series. You can enable it when needed, validate identities manually, or skip it.
Can I edit all AI-generated fields?
Yes. Every IPTC field stays editable before export, including titles, descriptions, keywords, and subject code.
How long does Recent keep deliverables?
Recent stores deliverables for 24 hours, then automatically removes them from the server.

Move to the latest CaptionDesk workflow

Photo or Series, context-aware resolver, reusable profiles, and full editorial validation before export.