DOC. SQV-LANDING-001  ·  REV C  ·  2026-06-09 PROJECT SYNCQ VISION  ·  SHEET 1 OF 1  ·  UNCONTROLLED COPY
Native Salesforce AppExchange package

Computer vision,
built into Salesforce.

SyncQ Vision turns any image or video on a Salesforce record into structured data — detect, count, segment and read objects in real time, then write the results straight back to your CRM.

★★★★★ 4.9 on AppExchange SOC 2 Type II GDPR compliant
app.syncq.net/vision/inference
LIVE INFERENCE
FIG. 01 — LIVE INFERENCE OUTPUT

Trusted by data teams running on Salesforce

◆ Northwind ⬡ Vertex Retail ▲ Apex Logistics ● Meridian Health ✦ CoreField
The vision engine

Four production-grade models.
One Salesforce package.

Every capability runs on autoscaling GPU infrastructure and returns structured JSON your flows, Apex and reports can act on instantly.

Object Detection

Locate and classify thousands of object classes with bounding boxes and confidence scores — from products on a shelf to defects on a part.

boxes · labels · confidence

Object Counting

Count items at scale — inventory, vehicles, crowds, cells — with line-crossing and zone analytics that update Salesforce fields automatically.

totals · zones · throughput

Semantic Segmentation

Pixel-perfect masks that measure area, coverage and condition — ideal for damage assessment, agriculture and quality control.

masks · area · coverage %

OCR & Document AI

Extract text, totals and fields from invoices, IDs, labels and forms — then map them directly to Salesforce objects and fields.

text · key-value · tables

Custom Models

Fine-tune on your own labelled data with a no-code trainer. Deploy private models to your org with one click — your data never leaves your tenant.

fine-tune · deploy · version

Realtime & Batch

Process a single record on demand or millions in nightly batches. Streaming video, webhooks and async APIs all return to the same data model.

stream · webhook · batch
The full pipeline

Not just inference — a complete vision platform

Annotate, train, version and deploy your own models, then compose them into pipelines — all governed inside Salesforce.

Auto-Labeling & Annotation

Label 10× faster with foundation models — SAM smart-polygons, Grounding DINO and box/keypoint tools that pre-label for you, then human-review.

SAM · Grounding DINO · review

Datasets & Versioning

Manage, augment and version datasets with health checks and reproducible train / val / test splits. Import & export COCO, YOLO and Pascal VOC.

augment · split · COCO/YOLO/VOC

Visual Workflows

Chain steps — detect → track → count → OCR → notify — in a low-code builder, then deploy the whole pipeline as a single invocable Salesforce action.

low-code · chained · deployable

Model Universe

Start from 50,000+ pre-trained models and open datasets. Fork a model, fine-tune on your data and ship it to your org in minutes.

50k+ models · fork · fine-tune

Multi-Object Tracking

Persistent IDs across video frames with ByteTrack-style tracking — motion trails, dwell time and re-identification for true flow analytics.

ByteTrack · trails · dwell time

Zone & Line Analytics

Draw polygon zones and line-crossing counters to measure occupancy, throughput and flow — written straight into Salesforce fields and dashboards.

polygon zones · line counts
+ Image Classification + Keypoint & Pose + Instance Segmentation + Oriented Bounding Boxes + Heatmaps + Active Learning + Edge & On-device Deploy
Bring detections from any model — YOLO RT-DETR Ultralytics Transformers CLIP
Native integration

From pixels to records in four steps

No middleware, no exports. SyncQ Vision installs as a managed package and lives inside your existing flows.

01

Capture

An image lands on a record — uploaded by a field rep, attached to a case, or streamed from a camera.

02

Infer

SyncQ Vision runs detection, counting, segmentation or OCR on managed GPU infrastructure in milliseconds.

03

Map

Results map to native fields, objects and records — counts, labels, masks and extracted text, fully structured.

04

Automate

Flows, alerts and dashboards fire instantly — route a case, flag a defect, update inventory, trigger an approval.

For Salesforce developers

Call vision from Apex, Flow or the REST API

A single invocable action drops into any Flow. Or hit the Apex SDK directly for full control over models, thresholds and result mapping.

  • Invocable Flow actions — drag “Run Vision” into any flow, no code required.
  • Apex SDK & Lightning components — typed responses, ready-made viewers.
  • Tenant-isolated & encrypted — inference runs in your region; results never train shared models.
VisionExample.cls
// Detect & count objects on a record image,
// then write the results back to Salesforce.
SyncQVision.Request req = new SyncQVision.Request();
req.model      = 'detect-v3';
req.imageId    = record.Photo__c;
req.classes    = new List<String>{ 'pallet', 'box' };
req.threshold  = 0.55;

SyncQVision.Result res = SyncQVision.run(req);

// Structured, ready to use
record.Pallet_Count__c = res.countOf('pallet');  // 18
record.Box_Count__c    = res.countOf('box');     // 142
record.Avg_Confidence__c = res.meanScore;     // 0.94

update record;  // flows & dashboards fire
0
ms median inference
0
detection accuracy (mAP)
0
objects processed monthly
0
prebuilt model classes
In production

One engine, every industry on Salesforce

From the warehouse floor to the claims desk, teams turn images into trusted CRM data.

01

Retail & Inventory

Count shelf stock and detect out-of-stock facings from store photos, syncing counts to inventory objects.

02

Insurance Claims

Segment vehicle & property damage and auto-estimate severity to accelerate claims on the Case object.

03

Field Service

Verify installs and read equipment nameplates with OCR — populating asset records hands-free.

04

Manufacturing QA

Detect surface defects on the line and log failures to quality records with confidence and location.

05

Logistics

Count pallets and read shipping labels at the dock, reconciling against orders in real time.

06

Healthcare & Life Sci

Count cells and segment regions in lab imagery, attaching structured results to sample records.

Pricing

Scale from pilot to enterprise

Every plan includes the full model suite, the managed package and tenant isolation. Pay for what you process.

Starter

For teams piloting vision on a single Salesforce org.
$499 /mo
  • 50k inferences / month
  • All four prebuilt models
  • Flow & Apex actions
  • Email support
Start free trial
MOST POPULAR

Growth

For production workloads across multiple business units.
$1,900 /mo
  • 500k inferences / month
  • Custom model fine-tuning
  • Batch & streaming video
  • Priority support & SLA
Start free trial

Enterprise

For regulated orgs needing dedicated infra and controls.
Custom
  • Unlimited volume
  • Dedicated / on-prem GPU
  • SSO, audit logs, HIPAA
  • Named solution architect
Contact sales
Get started

See your images become Salesforce data

Book a 30-minute demo and we’ll run SyncQ Vision live on your own sample images — no install required.