Data-centric RAG GuideReduce and control risk of hallucinations in GenAI by modeling and structuring your data

Would you trust
GenAI

to answer an important business question for you?

With Kern AI, you can make any LLM (like ChatGPT) more reliable and trustworthy by modelling and integrating your company's data in a way the LLM understands.

We offer the LLM platform with the industry's leading data modeling capabilities.

Example question in the 1st level support of an insurance

A customer asks: How much do we reimburse for bleaching?

Without Kern AI

GenAI with access to your company's internal data

With Kern AI

GenAI with access to your company's internal data via Kern AI

Without Kern AI

GenAI with access to your company's internal data

Wrong answer with a "naive RAG"approach

The RAG pipeline ("ChatGPT + your data") fails to identify relevant data, leading to a wrong answer.

There is no information about this in the policy, so this is not covered.

With Kern AI

GenAI with access to your company's internal data via Kern AI

Better answer with our"data-centric RAG"approach

Thanks to enhanced data modeling, the data-centric RAG understands the query on a deeper level and provides the correct answer.

According to §2.3.4¹ of the insurance policy, teeth whitening measures (TWM) are covered by the insurance up to $500 per year.

1: §2.3.4 of the insurance policy states: "TWM are covered up to $500 per year."

Wrong answer with a "naive RAG"approach

The RAG pipeline ("ChatGPT + your data") fails to identify relevant data, leading to a wrong answer.

There is no information about this in the policy, so this is not covered.

Better answer with our"data-centric RAG"approach

Thanks to enhanced data modeling, the data-centric RAG understands the query on a deeper level and provides the correct answer.

According to §2.3.4¹ of the insurance policy, teeth whitening measures (TWM) are covered by the insurance up to $500 per year.

1: §2.3.4 of the insurance policy states: "TWM are covered up to $500 per year."

How our data-centric RAG approach works

Used by AI teams such as

Derisk, enable and accelerate LLM adoption.

Make ChatGPT reliable.

Our platform enables you to build trustworthy AI applications. With a data-centric methodology and its ease-of-use, you can build both prototypes and scalable solutions on top of it.

AI assistants

Available also via API

Trustworthy AI assistants for knowledge-intensive tasks that require human-like understanding.

JD

JD

A corporate client is looking to expand their liability insurance to cover their new overseas operations. Can you provide me with the details of our international liability coverage options, including any specific considerations for the industry they're in?

Copilothelps to specify your intents.

Model used

Filter on Theme

Filter on Insurance type

For our corporate clients expanding overseas, we offer international liability coverage, including standard protection for injury and damage, tailored industry-specific solutions, and customizable add-ons for unique risks. We also assist with compliance to local laws. For the client in question, I recommend a consultation to understand their specific needs and industry, so we can craft a solution aligned with their risk profile and business objectives.

LLM:

Filters:

LLM use cases you can trust.

Our catalogue of use cases.

Applications and automations are trained on your data and can be customized to your needs.

Insurance Policies Assistant

Customer services

Streamline complex insurance tasks for faster, efficient customer service with this assistant.

Internal Handbook Assistant

Find policies and procedures in your handbook with ease! This assistant delivers fast and accurate answers.

Customer Services Assistant

Customer services

Boost customer service with our AI: 70% faster responses, real-time product matching, and personalized care. Transform how you address concerns!

Tariff comparison

Optimize tariff strategy with automated comparison insights for competitive advantage.

Portfolio Analytics

Uncover critical insights and enhance risk management with Portfolio Analytics, your tool for informed insurance underwriting decisions.

AI-Powered Third-Party Risk Management Automation

Leverage the latest LLM technology to enhance vendor safeguarding in time for the new Digital Operational Resilience Act (DORA) regulations.

See use cases Book a demo

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We are ISO-27001 certified, work with external DPOs and offer multiple LLM options to keep your data safe.

Your data stays confidential, and is not used to train models that aren't yours.