Kili Platform
Kili Technology is a data annotation and curation platform designed for teams building training, fine-tuning, and evaluation datasets for AI/ML models.
Publisher review
Kili Technology is a data annotation and curation platform designed for teams building training, fine-tuning, and evaluation datasets for AI/ML models. It serves data scientists working in small teams as well as enterprises coordinating subject matter experts, business stakeholders, and distributed annotators. The platform supports geospatial imagery, OCR and document layout analysis, natural language processing, image annotation, and video annotation, making it suitable for organizations that handle diverse, domain-specific data types. Trusted by global leaders such as SAP, Safran, Louis Vuitton, Capgemini, Michelin, Stellantis, Crédit Agricole, and Airbus, Kili is positioned for both proof-of-concept work and large-scale production data operations.
The platform streamlines labeling, quality review, and iteration, claiming to help users build and scale high-quality training data 10x faster. For image annotation, it integrates SAM 2 and includes automated quality controls. Annotation teams can scale from 1 to over 500 collaborators, with defined roles to manage workflows from agile expert teams to large-scale operations. Kili offers flexible deployment options: on-premise, in the customer's cloud, or on Kili's own secure infrastructure. It is certified under HIPAA, ISO 27001, and AICPA SOC 2 standards, and is trusted by defense contractors, healthcare providers, and government agencies for sensitive AI projects.
In the data annotation market, Kili competes with platforms such as LabelYourData and gGastro. It holds a G2 rating of 4.7 out of 5, indicating strong customer satisfaction. The platform's enterprise-grade security certifications and support for specialized data types (e.g., geospatial imagery, document layout analysis) differentiate it from more general-purpose annotation tools. However, the competitive landscape includes many established players, and Kili's market share is smaller than some incumbents.
A key trade-off is that Kili's free trial is limited to 100 assets for text, documents, and images, and only 5 assets for video and satellite imagery, which may be insufficient for evaluating large-scale or complex use cases. The Grow and Enterprise plans require custom subscriptions, with no publicly listed per-seat or per-asset pricing, making cost comparison difficult. While the platform supports over 500 collaborators, smaller teams may find the feature set and pricing more suited to larger organizations. Additionally, the platform's reliance on custom contracts for enterprise features like SSO and advanced security means procurement can involve longer sales cycles.
How it works
-
Multi-modal annotation
Supports geospatial imagery, OCR/document layout, NLP, image, and video annotation in one platform.
-
10x faster data labeling
Claims to accelerate training data creation by 10x through streamlined labeling, quality review, and iteration.
-
SAM 2 integration
Integrates Meta's Segment Anything Model 2 for automated image annotation and quality controls.
-
Scalable team management
Manages annotation teams from 1 to over 500 collaborators with defined roles and workflow controls.
-
Enterprise-grade security
Certified HIPAA, ISO 27001, and AICPA SOC 2; deployable on-premise, in customer cloud, or Kili infrastructure.
-
Flexible deployment options
Available on-premise, in the cloud, or with secure infrastructure, meeting defense and healthcare compliance needs.
-
API and SDK access
Grow and Enterprise plans include API and Python SDK for programmatic dataset management and integration.
Strengths and trade-offs
Strengths
- Rated 4.7 out of 5 on G2, indicating high customer satisfaction.
- Certified under HIPAA, ISO 27001, and AICPA SOC 2, enabling use in regulated industries.
- Supports six data types including geospatial imagery, OCR/document layout, NLP, image, and video annotation.
- Trusted by major enterprises such as SAP, Safran, Louis Vuitton, Airbus, and Michelin.
Trade-offs
- Free trial limits assets to 100 for text/images and 5 for video/satellite imagery, restricting thorough evaluation.
- Grow and Enterprise plans require custom subscriptions with no publicly listed per-seat or per-asset pricing.
- Platform features and pricing appear optimized for larger teams, potentially less cost-effective for small teams.
- Enterprise features like SSO and advanced security require custom contracts, lengthening procurement cycles.
Pricing context
Free Trial ($0/month, 1 seat, 100 assets for text/images, 5 for video/satellite); Grow (custom subscription, up to 20 seats, up to 50,000 assets); Enterprise (custom contract, includes all Grow features plus SSO and advanced security).
Getting started with Kili Platform
-
Sign up for Kili
Go to the Kili Technology website and create a free trial account. You will get one seat and 100 assets for text, documents, and images, or 5 assets for video and satellite imagery to start evaluating the platform.
-
Connect your data
Upload your dataset into Kili using the web interface or the Python SDK. For the trial, you can import up to 100 text or image assets, or up to 5 video or satellite assets, to begin annotation.
-
Configure annotation project
Create a new project in Kili and select the data type you are annotating, such as image, video, or NLP. Define the label schema and set up quality controls, including automated checks with SAM 2 for images.
-
Annotate your first asset
Open an asset in the annotation interface and apply labels according to your schema. Use tools like bounding boxes or polygons for images, or text spans for NLP. Save your work and review the quality metrics.
-
Invite team members
Add collaborators to your project by inviting them via email. Assign roles such as annotator or reviewer to manage workflows. You can scale from a single expert to over 500 collaborators on paid plans.
Frequently Asked Questions
What is Kili Platform used for?
Kili Platform is a data annotation and curation tool for teams building training, fine-tuning, and evaluation datasets for AI and machine learning models. It supports geospatial imagery, OCR, document layout, NLP, image, and video annotation.
What data types does Kili Platform support?
Kili Platform supports six data types: geospatial imagery, OCR and document layout analysis, natural language processing, image annotation, and video annotation. This makes it suitable for organizations handling diverse, domain-specific data like satellite imagery or complex documents.
Is Kili Platform secure enough for healthcare or defense?
Yes, Kili Platform is certified under HIPAA, ISO 27001, and AICPA SOC 2 standards. It offers flexible deployment options including on-premise, customer cloud, or Kili's own secure infrastructure, making it trusted by defense contractors, healthcare providers, and government agencies.
How much does Kili Platform cost?
Kili Platform offers a free trial with 100 assets for text and images, and 5 for video and satellite imagery. Grow and Enterprise plans require custom subscriptions with no public per-seat pricing, so costs vary based on team size and asset needs.
What are the main features of Kili Platform?
Key features include multi-modal annotation, SAM 2 integration for automated image labeling, scalable team management for up to 500 collaborators, enterprise-grade security certifications, flexible deployment options, and API and Python SDK access for programmatic dataset management.
How does Kili Platform compare to other data annotation tools?
Kili Platform competes with tools like LabelYourData and gGastro, holding a G2 rating of 4.7 out of 5. Its strengths include support for specialized data types and enterprise security, but its free trial is limited and pricing is not publicly listed, which may hinder comparison.
Alternatives
How Kili Platform compares
Direct head-to-head against 3 competitors. Picked by 7wData.
Kili Platform
- Pricing
- Free Trial ($0/month, 1 seat, 100 assets for text/images, 5 for video/satellite); Grow (custom subscription, up to 20 seats, up to 50,000 assets); Enterprise (custom contract, includes all Grow features plus SSO and advanced security).
- Target
- Kili Technology is a data annotation and curation platform designed for teams building training, fine-tuning, and evaluation datasets for AI/ML models.
- Strength
- Rated 4.7 out of 5 on G2, indicating high customer satisfaction.
- Watch for
- Free trial limits assets to 100 for text/images and 5 for video/satellite imagery, restricting thorough evaluation.
Labelbox
- Pricing
- Starts at $0/month for Community, Enterprise custom pricing
- Target
- Enterprise AI teams needing scalable annotation
- Deployment
- Cloud, on-premise
- Strength
- Pixel-perfect segmentation tools
- Watch for
- Pricing escalates with volume
Encord
- Pricing
- Free tier, Team $49/user/month, Enterprise custom
- Target
- Medical and regulated industries
- Deployment
- Cloud, hybrid
- Strength
- Active learning workflows
- Watch for
- Limited 3D annotation support
SuperAnnotate
- Pricing
- Starter $29/user/month, Enterprise custom
- Target
- Computer vision specialists
- Deployment
- Cloud-only
- Strength
- Video annotation automation
- Watch for
- No free tier
User reviews
No user reviews yet. Be the first to write one.
Sources
Reporting on this tool draws on these publicly available sources.