We Empower AI Companies With High Quality Training Data to Solve Data Set Challenges.
We help AI and machine learning models get better with human intelligence. Leveraging our skilled on-demandworkforce, we partner with Artificial Intelligence, Machine Learning and Technology clients to develop, build and enhance various cutting-edge business applications using high-quality data sets.
Data Collection
- Data Entry
- Data Cleansing
- Data Enrichment
- Data Reconciliation
Data Preparation
- Text Annotation
- Image Annotation
- Video Annotation
- Content Tagging
- Classification
- Transcription
Algorithm Training
- Search Relevance
- Visual Search
- Content Moderation
- Sentiment Analysis
- Chatbot Training
Text Annotation Services India
What We do?
Adding metadata to a dataset with multilingual text annotation service for high-quality visualization to robots and automated machines.
Text Annotation for Machine Learning
• We annotate the texts with metadata labeling for machine learning and AI algorithms based on natural language processing helping machines to understand the human language easily.
• A best kind of metadata is added with your text by experienced annotators side by side your annotations without linking any other file ensuing the accuracy for ML development.
• Our dedicated professionals who can carryout the task ensuring the quality level at each stage supplying the best quality text annotation worksheet for machine learning and AI-backed model developments. We backed text annotation suitable for high-quality visualization.

We Have Wide Range of Experience Across Following Services
- Sentiment Annotation
- Intent Annotation
- Query Annotation
- Co-Reference Annotation
- Semantic Annotation
- Named Entity Annotation
Image Annotation Services India
What We do?
Pixelwise annotation service for all types and formats of images making easier for computer vision to detect the varied objects just like humans.

Type of Image Annotation Services
- 2D Bounding Boxes
- Cuboid
- Point & Landmark
- Line & Spline
- Text Annotation
- Polygons
- Semantic Segmentation
- Video Annotation
Video Annotation Services India
What We do?
Capture each object in the video with frame-by-frame annotated lines making the moving objects recognizable for computer or machines.

Type of Video Annotation Services
- Video Annotation for Computer Vision
- Object Tracking
- Human Activity Tracking
- Semantic Video Annotation System
Content Moderation Services India
What We do?
Get the data-driven content moderation service to ensure the reputation of your company while improving the brand image, product and services in the marketplace.

Type of Content Moderation Services
- Image Moderation Service
- Video Moderation Service
- Social Media Content Moderation
- UGC Content Moderation
Tools

Landmark Annotation
Sequence of points to determine shape variations
Use Cases
- Facial Gesture Recognition
- Sports Analytics of Human Poses

Polygon Annotation
Detect the exact shape of object by drawing pixel perfect polygons
Use Cases
- Detection of Irregular Shapes
- Coarse Semantic Segmentation
- Object Localization From Satellite and Drone Images

Polyline Annotation
Accurately define lane lines in drivable areas for vehicle perception models.
Use Cases
- Lane Detection for Autonomous Vehicles
Solutions

Automotive
- Image Annotation Types for Automotive
- Dimension Detection with 3D Cuboid
- Bounding Box for Object Detection
- 3D Point Cloud for LiDARs Sensing
- Detect the Irregulars Shapes with Polygon
- Classify Objects Semantic Segmentation
- Polyline Annotation for Lane Detection

Autonomous Flying
- Bounding Box for Object Detection
- Aerial View Humans Tracking
- 2D Aerial View Imagery Mapping
- Geo Sensing with Segmentation
- Semantic for Live Stock Management
- Video Annotation for Moving Objects

Retail and Online Shopping
- Improved Inventory Management
- Customers Shopping Experience
- Annotation for Shopping Counts
- Human Counts and Time Spend
- Interested Objects Interactions
- Shopping Footfall Interactions

Smart Cities Development
- Smart Cities Development
- Smart Public Detection & Movement
- Smart Vehicle Parking Management
- Round the Clock Traffic Management
- Smart Waste & Disposal Management
- Drone Based Aerial View Monitoring

Insurance
- Annotation for Vehicle Dent Detection
- Annotation for Damage Level Detection
- Annotation for Damaged Car Body Parts
- Bounding Box for Car Damage Detection
- Semantic Segmentation for Car Damage
- Video Annotation for Damage Detection

Robotics
- Robotics in Box Picking at Warehouse
- Annotation for Robotics in Agriculture
- Robotics in Automated Car Manufacturing
- 3D Cuboid Annotations for Robotics
- Annotation for Storage Units by Robotics
- Annotation for Robotics in Warehouse

Sports and Gaming
- Image Annotation Types for AI in Sports & Gaming Industry
- Landmarking for Human Poses
- Annotation for Sports Analytics
- Bounding Box for Soccer Analytics
- Segmentation in Video Games
- Annotate Human Actions in Sports
- Semantic Segmentation in Sports

Agriculture and Farming
- Live Stock Management
- Semantic for Geo Sensing
- 3D Crop Health Monitoring
- Crop Protection with Robots
- Unwanted Crops Detection
- Check Plants Fructification

Media Industry
- Improved Inventory Management
- Customers Shopping Experience
- Annotation for Shopping Counts
- Human Counts and Time Spend
- Interested Objects Interactions
- Shopping Footfall Interactions

Medical Diagnosis
- Bounding Box for X Rays Analysis
- Image Annotation for Point of Interest
- Semantic Segmentation for X Rays
- Polygon for Image Analysis in Dentistry
- Image Annotation for Kidney Diagnosis
- Annotation for Cancer Cells Detection

Fashion
- Image Annotation Types for Machine
- Learning and AI in Clothing Fashion Retail
- Bounding Box for Fashionable Clothing
- Semantic Segmentation for Set of Clothes
- Items Tagging for Fashionable Shopping
- Annotation for Visual Search In Fashion
- Semantic Segmentation for Wearables
- Annotations for Wearatble Accessories

Security Camera Surveillance
- Bounding Boxes for Crowd Detection
- Night Vision Thermal Image Annotation
- 3D Cuboid Annotation for Traffic Motion
- Landmark Annotation for Face Detection
- Person Annotation for Theft Detection
- Point of Interest for Human Monitoring
How We Engage
Dedicated Team / FTE Based
Our team is committed to your long-term success.
Project Based
Get delivery of specific projects within agreed-upon timelines.
Pay Per Item (Line, Image) Model
Our pricing is based on the individual elements.
Hourly Rate
We offer flexible billing options based on the time spent on your project.
Success Stories

Tyfa
TYFA is a non-profit organization that was founded in 1995. It is one of the largest independent Leagues in USA, the largest in Texas.
TYFA was using an obsolete system that was not automated. It wasn’t scalable and responsive, and the UI of application was not usable. Small changes in the system required users to take support from developers.

Care Fertility
CARE FERTILITY is a fully functional mobile application available in the United Kingdom. The app helps the patients looking for IVF services in interacting with the professionals, accessing their records, and necessary information regarding the treatment in a smooth, secure, and straightforward manner.

Hyatt Restaurants
Hyatt Restaurants web portal was specially designed to integrate all the Hyatt-owned restaurants in one place. ISHIR created a web portal to provide a simple and convenient way for food lovers to explore Hyatt Restaurants worldwide

Edujob
Edujob is a non- government organisation app in Brazil that empowers youth and connects them with the best part-time job opportunities. The portal provides employment opportunities to freshers so that they become independent and grow into responsible adults.

Aerotrakr
AeroTrakr Flight is a fully functional mobile application available on the App Store in the United States. The app helps the aeroplane pilots to log their flight hours to calculate the exact time of flying and Hobbs time smoothly and straight forwardly using a simple, user-friendly interface.

University Of Auckland (UOA)
The University of Auckland (UoA) was founded in 1883.
The University of Auckland is the New Zealand’s leading world-ranked university with over 40,000 students, nearly 10,000 of whom graduate annually.

Hyatt Dining Club
Hyatt Dining Club is a personalised membership and loyalty program designed to offer curated experiences to guests across India. It is an initiative by Hyatt Hotels Corporation, a global hospitality company with 20 premier brands and more than 900 hotels around the world.
Client Reviews
“Working in a distributed, multi-time-zone environment, we’ve needed a partner who not only delivers code but manages overlap, coordination, and communication. ISHIR has proven capable: they provide regular status updates, surface blockers in advance, and propose solutions when dependencies shift. Their ability to integrate with our internal teams, adapt to process changes, and maintain high output has made them invaluable at this scale.”
Representative
Program Manager, Large Tech Hardware Business
“We entrusted ISHIR with a suite of enhancements, integrations, and system refactoring. Their team quickly assessed the codebase, identified structural issues, and implemented improvements without disrupting existing operations. Whenever we requested changes mid-cycle, they accommodated them and communicated tradeoffs lucidly. Their responsiveness and commitment to quality make them a partner we would hire repeatedly.”
Representative
Operations Lead, Mid-Sized Business
“What originally started as a small‐scale software engagement with ISHIR evolved into a long-term partnership. Their technical acumen across modern stacks (React, Node, .NET, etc.) gave us confidence to push more ambitious features. They prove cost-effective: we see real ROI in features delivered. Their flexibility in accommodating scope changes and additional requests is a major plus. They feel invested in our success, not just the contract line items.
Anonymous
CTO, Logistics Co.
“ISHIR has become more than a development vendor — they’re a trusted strategic partner. Their team didn’t just build features; they helped us assess tradeoffs, improve processes, and plan ahead for scalability. Their proposals often include alternative approaches, efficiency improvements, and risk mitigation ideas. In our ongoing engagement, they’ve maintained communication discipline, clarity in task delivery, and alignment with business priorities. I’m confident recommending them to any company seeking a proactive, growth-oriented software partner.”
Anonymous
CTO, Hospitality Software Co.
“ISHIR has been an outstanding resource in augmenting our UX and product design capabilities. They jump in quickly, align with our design goals, and produce polished prototypes and UI screens that match our product’s vision. What stands out is their responsiveness — they actively listen, iterate, and make sure the direction aligns with our expectations. In a space where misalignment is common, ISHIR has remained a steady, reliable collaborator.”
Cassie Brown
Founder & CEO, Smart City Apartments
“We engaged ISHIR to augment our internal design team — specifically to help with product prototype in Figma and core screens of our platform. The design lead from ISHIR integrated seamlessly, delivering high-quality, thoughtful designs that resonate with our product goals. Communication is excellent — Rishi and the team are responsive, flexible, and open to feedback. They truly treat the design work as a shared goal, not a side task. We appreciate their culture fit, commitment to our vision, and the speed and consistency with which they deliver.”
Representative
CEO, Multi-Family Prop-tech Vertical Platform
“We hired ISHIR to build native mobile apps (iOS and Android) to complement our web LMS product. Beyond just feature delivery, ISHIR contributed strategy, process improvements, and architectural suggestions. As a result, our app store ratings improved dramatically, and we currently maintain a ~99.8% crash-free rate on both platforms. Their PM and architecture leads work closely with us; they’ve helped us stabilize and streamline our update process. That said, sometimes feature costs aren’t fully clear until later — that’s an area for growth. But overall, they’ve become a trusted extension of our internal team, not just a vendor.”
Representative
CTO, Health / Wellness Company
“ISHIR stepped in to take over our existing development, including daily operations, analytics, bug fixes, and a major mobile upgrade of our SaaS platform — for iOS and Android. They brought structure, a strong process, and good alignment with our roadmap. Their team balanced in-house and offshore resources effectively, adding cost efficiencies while delivering quality. Over time, they made strategic recommendations: cleaning up legacy code, improving architecture, and planning releases more predictably. While there were moments when timelines slipped slightly, they always communicated clearly and adapted. Their technical insight, communication, and willingness to improve with us made them a reliable and valuable partner.”
Jon Schultz
CEO, ezLocator
“We engaged ISHIR to take over development and maintenance of our field and supervisor mobile apps, including data upload features, web forms, and environmental monitoring tools. From the start, their process impressed us — we used Slack and Confluence to stay in sync, and they proactively raise change requests when scope evolved. Their team is knowledgeable, responsive, and genuinely cares about our success. The internal stakeholders are delighted with the improved efficiency and stability. The turnaround time is minimal, communication is clear, and we always feel like a valued client. I wholeheartedly recommend ISHIR to any organization seeking a dependable long-term technical partner.”
Charlotte Reel
Project Manager, CoreTech Solutions
Brian Normington
Hulk USA
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