AI Data Operations

Model-Ready Data, Delivered by a Human-in-the-Loop Workforce

Qualitas Global delivers high-quality data annotation and labelling services across a wide range of data types, transforming raw data into the structured, model-ready data that your AI and machine learning models require.

Get Your Data Annotated. Get Your Model Ready

950M+Assets Annotated

97%+Quality Benchmark since 2014

24×7Secure Operations

100%In-House Delivery

20+Verticals Domain Expertise

Our Service

Introduction To Data Annotation Services

Qualitas Global's data annotation services transform raw images, video, text, and audio into structured, model-ready data. Our expert team meticulously labels, tags, and classifies data across ADAS, agriculture, sports, medical, and 20+ other industries, combining precision with the scalability your machine learning models need. With timely delivery and cost-effective solutions, we help you unlock the full potential of your AI initiatives.

What We Annotate

Data Annotation Capabilities

BeforeAfter

01/ 113D / LiDAR

3D Point Cloud Annotation & Segmentation

Label LiDAR and 3D scan data point by point, with cuboids around every object.

Formats

Image formats

JPEG
PNG
TIFF
BMP
EXR
RAW
GeoTIFF
JP2

Video formats

Point cloud / 3D

Medical formats

DICOM
NIfTI
EDF
BDF
WFDB

Geospatial / Remote sensing

GeoTIFF
NITF
CEOS
SAFE
ENVI
NetCDF

Robotics / Middleware

ROS Bag
MCAP

Structured data

CSV
JSON
JSONL
XML
TXT
Parquet

Audio formats

WAV
FLAC
MP3
AAC

Automotive

Scientific / Binary

HDF5
MAT
TDMS
BIN

Sonar

Motion Capture

Microscopy

CZI
NDPI
SVS

Navigation

NMEA
GPX

Messaging / Streaming

MQTT

Neuromorphic

AEDAT

EEG

Image formats

JPEG
PNG
TIFF
BMP
EXR
RAW
GeoTIFF
JP2

Video formats

Point cloud / 3D

Medical formats

DICOM
NIfTI
EDF
BDF
WFDB

Geospatial / Remote sensing

GeoTIFF
NITF
CEOS
SAFE
ENVI
NetCDF

Robotics / Middleware

ROS Bag
MCAP

Structured data

CSV
JSON
JSONL
XML
TXT
Parquet

Audio formats

WAV
FLAC
MP3
AAC

Automotive

Scientific / Binary

HDF5
MAT
TDMS
BIN

Sonar

Motion Capture

Microscopy

CZI
NDPI
SVS

Navigation

NMEA
GPX

Messaging / Streaming

MQTT

Neuromorphic

AEDAT

EEG

Our Services

Annotation for every data type

12data types, one precise partner

01/ 12Know More

Text Annotation

Language, labeled for meaning and intent.

Text Classification
Named Entity Recognition
Dialogue Annotation
Content & Safety

02/ 12Know More

Document Annotation

Messy documents into structured data.

Key-Value Extraction
Table Extraction
Layout Analysis
OCR & Handwriting
+1 more

03/ 12Know More

Image Data Annotation

Every shape your vision model needs.

2D Bounding Box
Polygon
Keypoints
Segmentation
+7 more

04/ 12Know More

Video Data Annotation

Frame by frame, motion understood.

Object Tracking
Action Recognition
Event Tagging
Video Captioning
+9 more

05/ 12Know More

Audio Data Annotation

Voices and sounds, turned into training data.

Speech Transcription
Speaker ID
Emotion Recognition
Sound Classification
+5 more

06/ 12Know More

3D Point Cloud & LiDAR

Depth, labeled for autonomous systems.

3D Bounding Box
3D Segmentation
Sensor Fusion
Object Tracking
+7 more

07/ 12Know More

RADAR Annotation

Signals made readable for perception.

Object Detection
Range & Angle
Doppler Velocity
Environmental Mapping
+2 more

08/ 12Know More

Thermal & Infrared

Heat signatures, even in the dark.

Thermal Imaging
Infrared Imaging
Heat Signature
Thermal Tracking
+3 more

09/ 12Know More

Sonar Annotation

Underwater targets, clearly identified.

Target Detection
Image Segmentation
Range & Angle
Underwater Tracking
+2 more

10/ 12Know More

Medical Annotation

Expert-labeled clinical imaging data.

Image Segmentation
Lesion Annotation
Anatomical Structures
Medical OCR
+4 more

11/ 12Know More

Sports Analytics

Every player, every play, tracked.

Player Tracking
Event Tagging
Match Analysis

12/ 12Know More

Egocentric Data Annotation

First-person data for the next generation of AI.

Hand Pose
Hand-Object Interaction
Gaze Tracking
Dense Narration
+19 more

Not sure which data type fits your model?

Talk to an expert

Process Flow

How We Deliver Consistent, Reliable Model-Ready Data

Over a Decade of Data Annotation Done Right

A delivery framework built for rapid onboarding, scalable production, and consistent high-quality > 97%

Step 01
Start of New Relation
Onboarding & Alignment on SLAs & edge case handling
Step 02
Pilot Project
Pilot and realignment of SLAs and edge case handling
Step 03
Live Annotation
Team Calibration & Live Annotation
Step 04
Quality Assurance
Multilevel Quality Assurance
Step 05
Approval From The Customer
Client Approval
Step 06
Project Closure
Handover & Scale Up

INDUSTRY EXPERTISE

Deep Domain Expertise Across
20+ Industry Verticals

Backed by deep domain expertise across 20+ industry verticals, we collect and annotate data your models can rely on.

950M+assets annotated

SECURITY & COMPLIANCE

Certified to Handle Your
Most Sensitive Data

100% in-house delivery. No outsourcing, no work-from-home access to client data, no exceptions.

ISO/IEC 27001:2022

ISO 9001:2015

TISAX Level 3

ISO/IEC 30107-1:2016

GDPR

HIPAA

Blogs & Media

Insights From the Team Building AI's Data Layer

View All Articles

BLOG

Beyond the Box: Why 2D and 3D Bounding Boxes are the Foundation of AI Perception

At the very core of this technology, the fundamental building blocks of AI vision, are two simple yet crucial tools: 2D and 3D Bounding Boxes. For experts in autonomous systems, robotics, and computer vision, mastering these concepts is non-negotiable. For those new to the field, understanding them is the first step toward appreciating the complexity...

BLOG

The Foundation of AI: Everything You Need to Know About Data Annotation

What Exactly Is Data Annotation? Data Annotation is the process of labeling or tagging data to make it understandable for machine learning models. It involves adding metadata, such as bounding boxes, labels, or keywords, to various forms of data like text, images, audio, or video. The goal is to provide a "ground truth" that machine...

BLOG

Natural Language Processing (NLP): Computers Understanding Us

Ever wonder how your phone understands what you say or how your email sorts out junk mail? That's thanks to Natural Language Processing (NLP). It's a special type of artificial intelligence (AI) that helps computers understand human language. What is NLP? Natural Language Processing helps computers make sense of our everyday language, which is often...

BLOG

A Smarter AI Performance - High-Quality Data and Expert Annotation Hold the Key

Have you ever wondered what truly makes an AI system "smart"? It is not just about cutting-edge algorithms or powerful computing. The foundational element that elevates AI from good to exceptional, lies in something much more fundamental: high-quality data. AI models learn by identifying patterns and making predictions based on the data they are fed....

Model-generated labels still need human verification.

We audit, correct and validate auto-annotated aerial data against your guidelines before it reaches your training pipeline.

Get Your Sample Batch Validated

LET'S GET STARTED

Data, Collected &Annotated.Teams, Deployed.Ready When You Are.

Whether you need precisely annotated training data, real-world data collection, a dedicated in-house team, or other staffing solutions, Qualitas Global delivers all three under one roof. Backed by over a decade of experience, we back every engagement with a risk-free 2-day pilot before you commit.

Get Your Data Annotated. Get Your Model Ready Request Free Annotation Demo

Model-Ready Data, Delivered by a Human-in-the-Loop Workforce

Introduction To Data Annotation Services