Acyfer VisionLimited Availability preview
LA v0 preview - not effective

Acyfer Vision Limited Availability

Publication draft for the proposed Business-Hours Limited Availability scope. This page does not promote the service, admit a customer, or replace an executed enrollment and data-processing agreement.

Current statusPrivate Beta
Target statusInvite-only Limited Availability
Production environmenthttps://vision.acyfer.com
Effective date[TBD - internal promotion decision]
Enrolled customers at draft activation0
Last draft update19 August 2026
Candidate core service

Proposed supported scope

  • Clerk authentication, approved organizations and workspaces, role-scoped membership, invitations, and workspace API keys
  • JPEG, PNG, and WebP images up to 20 MiB after server-side validation
  • H.264 video in MP4, MOV, or MKV up to 2 GiB, 600 seconds, 1920x1080, and 30 FPS after validation for detection only
  • Single-model asynchronous detection for approved images and videos, plus image-only segmentation using operator-controlled, digest-pinned, approved releases
  • ByteTrack only for separately approved video-detection releases
  • Job history, structured results, rendered JPEG images, and rendered MP4 artifacts for covered jobs
Approved-release candidates

Model scope

Detection
coco-vehicle-detection / ssd-mobilenet-v1-coco-vehicle-fp16-20260612 / [private supplied digest]. Image and video; ByteTrack for video only.
Segmentation
car-damage-segmentation / car-damage-maskrcnn-efficientnet-epoch5-openvino-fp32-20260825 / [restricted handoff digest pending publication]. Image only; no ByteTrack; immutable 64-class damage taxonomy.
Result contract
Candidate schema version 2; deployment and regression evidence remain a promotion gate.
Draft capacity

Admission envelope

Outstanding image jobs
Maximum 100 per organization, subject to measured admission controls.
Outstanding video jobs
[TBD after representative video load testing].
Batch request
Maximum 25 items per API request.
Performance
No universal job-completion or sustained-throughput promise in the base draft.
Support

Business-hours model

Monday-Friday, 09:00-18:00 Europe/Rome, excluding Italian public holidays and published company closures. No after-hours P1 commitment applies in the base draft.

Support route: support@acyfer.com. Security reports: security@acyfer.com.

Planned external status channel: status.acyfer.com. It must be made operational in a separate failure domain and exercised before promotion.

Not included

Explicit exclusions

  • RTSP or other live analysis
  • Segmentation video or mask tracking across video frames
  • Customer-uploaded models, arbitrary PyTorch checkpoints, or unqualified model releases
  • Multi-model classification, OCR, or crop-classification pipelines
  • ByteTrack for images, segmentation, classification, OCR, or live sources
  • Automated export delivery, self-service checkout, automated invoicing, or unapproved cloud inference pilots
  • High-availability, multi-site, after-hours response, universal job latency, or throughput commitments

What makes this effective

Promotion requires a signed internal decision, exact approved model digests, support and status routing, monitoring and recovery evidence, measured capacity, verified retention/deletion behavior, final legal details, and an effective date in the service-status register.