A small kit, drawn for one job: finding people in photos.
Every capability earns its place. We don't ship features that don't survive the audit. This is the whole list.
From pixels to identity clusters.
Six things Ansikt does in the background. Four things you do on top.
Find every face, score every detection.
A bounding box for each face, with a confidence score. Tunable threshold per source — a marketing site sees more than an internal archive.
- Bounding box · 4 floats
- Detection score · 0.0–1.0
- Threshold per source
A 512-dim vector, stored in the EU.
Each face becomes a vector. Stored encrypted at rest, in EU-only infrastructure. The original image stays where it lives — we don't make copies.
- 512-dim float vector
- AES-256 at rest · TLS 1.3 in flight
- EU vault · no transfers
The same person, across every photo.
Clustering merges all appearances of one person into a single identity. New photos extend existing clusters or seed new ones. Uncertain matches wait for review.
- Hierarchical · cosine distance
- Auto-confirm above 0.92
- Human review at 0.78–0.91
A reference photo in. Every appearance out.
Drag a reference photo onto the search bar, or pick an existing identity. Every appearance is returned with source URL, path, crawl date and score.
- Median latency · 0.4s
- Reference photo or identity
- JSON or PDF export
Four surfaces that sit on top of the index.
Serve images, blur withdrawn faces.
Route image requests through the Ansikt proxy. When someone revokes consent, only their face blurs — the photo lives on for everyone who consented.
- Per-image or global config
- Blur · pixelate · block · replace
- CDN-friendly cache headers
Track consent for every face, every photo.
Bind a consent record to each appearance. Withdrawn? Proxy applies, exports flag, and reports route to the rights-holder.
- Per-photo, per-face records
- Versioned · auditable
- API for your CMS or DAM
Every search, every export, every operator.
Compliance teams get a tamper-evident log. Every action — search, review, export, deletion — is recorded with operator, timestamp and reason.
- Append-only · hash-chained
- SCIM-friendly identity
- SIEM-ready stream (CEF / JSON)
Audit-ready PDF, regulator-friendly.
One click. A signed PDF with every appearance, source URL, crawl date, confidence, and the audit trail of how the search was run.
- PDF · JSON · CSV
- Optional redaction layer
- Cryptographic signature
A short list, kept on purpose.
No public face search.
Ansikt only searches systems you connect. We don't index the open internet, and we don't sell access to anyone's face data — including yours.
No third-party model providers.
Detection and embeddings run on infrastructure we operate, in the EU. Your photos and the vectors derived from them never reach a US AI vendor.
No surveillance dashboards.
There is no live feed, no CCTV plug-in, no real-time tracking. Ansikt is a compliance tool. The product would not exist otherwise.