1. Normalize orientation
Scanners do not solve orientation for you. Bake rotation into pixels, then reset orientation state so later tools do not double-rotate files.
Auto-rotate
Restoration depth
Metadata injection
Family review
Everything after the scan needs its own workflow, not an afterthought.
The third research pass maps the real post-scan stack: normalize orientation, restore on copies, write portable metadata, date the uncertain images honestly, and use collaboration plus face tagging to turn a folder into a family archive.
Workflow
The post-scan stack should run in a disciplined sequence.
Each layer makes the next one cheaper and safer. Skip the order and the archive becomes harder to trust.
2. Preserve then restore
Keep the raw master first, then run tonal correction, dust cleanup, and AI enhancement on working copies with clear labels.
3. Write metadata to standards
Push dates, people, keywords, locations, and descriptions into EXIF, IPTC, and XMP instead of trapping them inside one app.
4. Date uncertain images honestly
Use anchor events, approximate dates, and confidence labels so chronology works without inventing fake certainty.
5. Share for identification
Use collaborative review albums, spreadsheets, and comments to pull names and stories out of family members while they still know them.
6. Tag faces in a local-first lane
Use face clustering and manual review to reduce repeated naming work, but keep a master archive outside platform lock-in.
Studios
Split the post-scan work into focused labs.
The research is too dense for one page. These labs separate image cleanup, metadata strategy, and family review/tagging.
Image Ops
Rotation, cleanup, and AI restore decisions
Use this page for the rotation problem scanners leave behind, layered restoration methods, and the line between repair and invention.
EXIF normalize
AI rotation
Restore ethics
Open Image Ops Lab
Metadata
ExifTool, dating, sidecars, and chronology
Use this page for standard metadata fields, CSV import/export, approximate-date strategy, and folder-plus-sidecar structure.
EXIF / IPTC / XMP
Date anchors
Sidecars
Open Metadata Studio
Review + Tag
Sharing platforms, crowdsourcing, and face clustering
Use this page for collaborative identification, platform tradeoffs, face-tagging tools, and privacy boundaries for family archives.
Shared albums
Google Sheet workflow
Face review
Open Review + Tag Lab
Interview
Life-story questions and narration capture
Use this page to interview grandparents and older relatives with prompts that can feed an album voiceover, oral history, memorial piece, or family archive record.
gentle openers
deep memory prompts
audio / video / writing
Open Interview Page
Rules
Three rules should survive every app change.
These are the constraints that keep the archive durable even if tools, services, or preferences change later.
Original first
Always preserve the original scan or TIFF master, then derive rotated, restored, cropped, tagged, and shared variants from that source.
Standard metadata first
If names, dates, captions, and locations do not travel in standard metadata or sidecars, the archive is still dependent on one vendor database.
Human knowledge now
The hardest thing to restore later is identity. A kitchen-table naming session can be more valuable than another hour of pixel cleanup.
Golden rule: use cloud platforms as discovery and collaboration layers, not as the only authoritative archive.