AI Evaluation

Build Production-Ready AI
with Expert-Driven Feedback and Evaluation

Building AI is hard—but proving it works reliably in the real world is even harder. Whether you're fine-tuning LLMs, deploying domain-specific models, or launching AI products, the gap between lab results and production reality can be costly and risky.

We close this gap with three expert-driven AI evaluation services that put human judgment at the core of model validation.

Contact our Team

Trusted by the world leaders

Expert Level Evaluation

3 levels of evaluation to suit your needs

Custom Benchmark Creation & Model Output Evaluation

Build evaluation datasets tailored to your domain and rigorously test model outputs against production requirements. Compare multiple models, identify edge cases, and validate improvements across iterations with combined metrics and expert review.

Expert Sourcing and Data Collection

Access licensed professionals—physicians, attorneys, engineers, financial analysts—who provide domain-specific evaluation and corrected outputs that feed directly into your training pipeline. Quality-controlled feedback loops with consensus mechanisms ensure reliable improvement for specialized AI applications.

AI Product Discovery & Expert Validation

Bring target users into development early to test your product, identify workflow gaps, and surface real-world challenges before major investment. Validate product-market fit, uncover hidden requirements, and accelerate time-to-market by building what users actually need.
Proven Impact

How it works

A proven framework to guide holistic evaluation of your AI solution

Step 1
Define evaluation requirements
Work with our ML experts to define success criteria, identify necessary domain expertise, and design evaluation protocols that match your specific needs.
Step 2
Expert Matching & Onboarding
We connect you with qualified experts from our global network, verify credentials, and onboard them into customized evaluation workflows on the Kili platform.
Step 3
Systematic Evaluation
Experts review model outputs, provide detailed feedback, make corrections, and flag issues—all while our QA systems ensure consistency and quality at scale.
Step 4
Insights & Integration
Receive comprehensive evaluation reports, quality metrics, and expert feedback. Export corrected data to your training pipeline or use insights to refine your product roadmap.
Testimonials

Trusted by teams around the world

Trusted by data scientists, subject matter experts, and annotation teams to build high-quality, expert-level datasets securely.

I have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.
Kili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.
Software to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.
Thanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.
With the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.
I have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.
Kili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.
Software to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.
Thanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.
With the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.