Visionbae
DATA ANNOTATION · VB-OPTIC LABS

Training data, labeled like your model depends on it.

Because it does. VB-Optic Labs delivers pixel-perfect, expert-reviewed annotation across every modality — the same rigor our own vision models are trained on, now available to your teams.

VB-OPTIC LABS · LABELINGBBOX · CAR 0.98
CAR 0.98
BUILT BY ANNOTATION LEADS FROM
AmazonGoogleMeta
01 — MODALITIES

Every data type. One standard.

Image to LiDAR to language to human preference — one vendor, one quality bar, one integration.

M—01

Image

Pixel-perfect labels for detection, segmentation and classification at scale.

Bounding boxesPolygonsSemantic masksKeypoints & poseClassification
M—02

Video

Frame-accurate tracking and event labeling with temporal consistency.

Object trackingActivity recognitionFrame interpolationEvent tagging
M—03

3D / LiDAR

Cuboids and sensor-fusion labels for autonomy and robotics stacks.

3D cuboidsPoint-cloud segmentationSensor fusionLane & road geometry
M—04

Text & NLP

Entity, intent and relationship labels across 40+ languages.

NERIntent & sentimentRelation extractionSummarization QA
M—05

Audio & Speech

Transcription, diarization and acoustic event tagging in Indian and global languages.

TranscriptionSpeaker diarizationPhoneme alignmentSound events
M—06

GenAI / LLM

Human feedback that turns raw models into aligned, safe products.

RLHF & preference rankingSFT demonstrationsRed-teamingModel eval & grading
OUR STANDARD · SLAs & CAPABILITIES WE BUILD TO
01
0.0%

gold-set accuracy SLA

02
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bounding-box tolerance

03
0+

vision label types

04
0

data modalities covered

05
0+

languages & dialects

06
0/7

follow-the-sun delivery

02 — QUALITY

Quality is a process, not a promise.

Every label is measured against a gold-standard set you can audit in real time. If accuracy dips below your SLA, work stops — not ships.

01

Scope & gold set

We co-author the labeling guidelines with you and build a gold-standard benchmark set before a single production label is drawn.

02

Trained workforce

Vetted, domain-trained annotators — managed in secure facilities or on-prem — are onboarded against your guidelines with qualification tests.

03

Multi-pass QA

Every task runs through consensus labeling, reviewer passes and automated checks. Disagreements escalate to expert adjudication.

04

Gold-standard audit

Continuous sampling against the gold set keeps measured accuracy above your SLA — with a live quality dashboard you can watch.

05

Deliver & iterate

Labels ship in your format via API or secure export, with a full audit trail. Model-in-the-loop feedback tightens each subsequent batch.

03 — INDUSTRIES

Trusted across frontier teams

Autonomous vehicles
Agriculture & drones
Healthcare & medical imaging
Retail & e-commerce
Security & government
Frontier LLM labs
Robotics
Geospatial & mapping
04 — SECURITY & COMPLIANCE

Your data never leaks

Managed secure facilities or fully on-prem workforces, granular access controls, PII redaction and a complete audit trail on every task. Sovereign deployments for government-grade data.

SOC 2 Type IIISO 27001GDPRHIPAA-readyIndia DPDPPII redaction

Send us a sample. We'll label it free.

Request a pilot batch