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V2 to V3 Migration Guide

Step-by-step plan for transitioning your integration from V2 to V3.

V3 is targeted for production on May 1, 2026. Until then, endpoints, response formats, and billing details on this page are subject to change.

Timeline

DateMilestone
May 1, 2026V3 GA — production-ready for all customers
May 8, 2026Migration announcement sent to all V2 customers
June 1, 2026Migration reminder — 60 days until V2 shutdown
July 1, 2026Final warning — 30 days until V2 shutdown
July 15, 2026V2 responses include deprecation headers
August 1, 2026V2 service scaled to zero (still accessible via cold start as a grace period for stragglers)
August 15, 2026V2 infrastructure fully deleted

Current State

AspectV2V3
Endpoint/eu/predict/v3/predict
RegionsEUUS + EU
ModelSingle model with test-time augmentation5-fold deep learning ensemble
FeaturesSingle-image prediction, server-side renderSingle + batch, streaming, PoP sessions, rectify, preprocess

API Differences

Authentication

Authentication is unchanged. Use the same x-api-key header with your existing API key. No new keys are required.

Single Image Prediction

V2 Request:

POST /eu/predict HTTP/1.1
Host: api.radanalyzer.com
Content-Type: application/json
x-api-key: YOUR_API_KEY

{
  "image": "base64_encoded_image_data...",
  "uuid": "patient-123",
  "include_render": true
}

V3 Request:

POST /v3/predict HTTP/1.1
Host: api.radanalyzer.com
Content-Type: application/json
x-api-key: YOUR_API_KEY

{
  "image": "base64_encoded_image_data...",
  "uuid": "patient-123",
  "render": true
}

V2 Response:

{
  "vhs": 10.2,
  "vlas": 2.8,
  "vhs_confidence": "HIGH",
  "vlas_confidence": "HIGH",
  "scores": [0.95, 0.92, 0.88, 0.91, 0.85, 0.90, 0.87, 0.83, 0.89, 0.86, 0.84],
  "landmarks": [ ... ],
  "render": "base64_rendered_image..."
}

V3 Response:

{
  "vhs": 10.2,
  "vlas": 2.8,
  "model_confidence": "optimal",
  "spread": 0.003,
  "pop_detected": false,
  "model_version": "v3.3.0",
  "result_code": 1,
  "result_description": "VHS and VLAS predicted successfully with high confidence.",
  "landmarks": [
    { "x": 0.42, "y": 0.15, "class": "heart_top" },
    { "x": 0.41, "y": 0.44, "class": "heart_bottom" },
    { "x": 0.25, "y": 0.30, "class": "heart_right" },
    { "x": 0.57, "y": 0.29, "class": "heart_left" },
    { "x": 0.49, "y": 0.40, "class": "VLAS" },
    { "x": 0.36, "y": 0.12, "class": "Vertebra A" },
    { "x": 0.55, "y": 0.12, "class": "Vertebra B" }
  ],
  "rendered_image": "base64_rendered_image..."
}

New V3-Only Features

FeatureParameter / EndpointDescription
BatchPOST /v3/predict with {"images": [...]}Send up to 10 images in a single request
StreamingPOST /v3/predict/streamStream results as server-sent events
PoP SessionPOST /v3/pop-session/start + POST /v3/pop-sessionPicture-of-Picture capture session
CornersPOST /v3/cornersDetect screen corners in phone photos
RectifyPOST /v3/rectifyPerspective correction with known corners
PreprocessPOST /v3/preprocessCorner detection + perspective rectification combined

Migration Steps for B2B Customers

Minimal Migration (5 minutes)

  1. Update the endpoint URL from /eu/predict to /v3/predict. The request body format is identical — image and uuid work as before.
  2. Remove any unsupported parameters (extended_run, enhancement_iterations) and custom headers (X-Include-Confidence, X-Include-Bounding-Boxes, X-Enable-CLAHE, X-Disable-Rescue).

Recommended Migration

  1. Complete the minimal migration above.
  2. Replace vhs_confidence / vlas_confidence parsing with model_confidence (optimal / good / review).
  3. Update landmark handling to expect 7 landmarks (indices 0–6) instead of 11.
  4. Map your error handling to the new result_code values (0–7) and use result_description for user-facing messages.

Advanced Migration (PoP Session Flow)

  1. Create a PoP session via POST /v3/pop-session/start before sending images. This enables the full Picture-of-Picture pipeline.
  2. Send frames to POST /v3/pop-session with the session ID. Continue sending until session_status returns "complete" or "failed".
  3. Sessions auto-expire after 5 minutes of inactivity or 20 frames.

See the V3 API Reference for complete PoP session documentation including request/response schemas.

Communication Plan

  • May 8, 2026 — Migration Announcement: Email to all V2 API key holders announcing V3 availability and the V2 deprecation timeline.
  • June 1, 2026 — Reminder: Follow-up email with migration progress check and a link to this guide.
  • July 1, 2026 — Final Warning: Urgent notice that V2 will shut down in 30 days. Direct support offered for any remaining migrations.
  • July 15, 2026 — Deprecation Headers: V2 responses will include HTTP deprecation headers to alert automated systems:
Sunset: Sat, 01 Aug 2026 00:00:00 GMT
Deprecation: true
Link: <https://radanalyzer.com/developers/migration-guide/>; rel="deprecation"

What Happens After V2 Sunset (August 1)

  • August 1: V2 service scaled to zero (still accessible via cold start as a grace period for stragglers).
  • August 1–15: Grace period — any remaining V2 traffic triggers cold starts. Direct outreach to affected customers.
  • August 15: V2 infrastructure fully deleted. All requests must use /v3/* endpoints.

Risks & Mitigations

RiskLikelihoodMitigation
Customer misses migration deadlineMediumThree-stage email campaign (May, June, July) plus deprecation headers. Direct outreach for high-volume customers.
V3 cold-start latency on scale-to-zeroLowCold start is approximately 6-7 seconds. Warm inference is approximately 1.5 seconds per image. Contact us about dedicated capacity for latency-sensitive integrations.
Measurement discrepancy between V2 and V3LowV3 ensemble has lower variance. Validation dataset shows <0.3 VHS unit mean difference. Dual-run testing available during migration window.
Customer relies on removed landmarksLowRemoved landmarks were auxiliary. Core measurement landmarks are preserved.
Integration breaks on new result codesMediumResult code 1 (success) is unchanged. New codes only appear for edge cases. Breaking changes doc provides full mapping.

Ready to migrate?

Check the full V3 API Reference for complete endpoint documentation, or reach out to our team for migration support.