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Unlocking AI Excellence with Matillion: Navigating the Future of Analytics and Applications


As we hurtle towards 2026, the landscape of Artificial Intelligence (AI) is poised for a transformative shift. Research shows that by 2026, 80% of organizations will harness the power of Generative AI (GenAI), with over 30% deploying vector databases. However, the current adoption rates are notably lower at 5% and 2%, respectively. Unraveling the potential of AI is not without its challenges, from poor data quality to budget constraints hindering the acquisition of AI expertise. Enter Matillion, a game-changer in the AI space, poised to eliminate friction and empower businesses to seamlessly integrate AI into their workflows. Let's explore how Matillion addresses the core hurdles and propels organizations into the era of AI innovation.


Removing Friction: Matillion's Approach

1. Your Data, in Any Form. AI Ready:

Matillion eliminates the challenge of poor data by enabling users to tap into both unstructured and structured data, tailoring it to specific business contexts. Contextualized knowledge can be loaded for analytics and custom AI application development, ensuring data readiness at every step.

2. Skills, LLMs, AI Apps. No Problem:

Empowering data engineers to become prompt engineers, Matillion seamlessly integrates large language models (LLMs) into data pipelines. This not only enhances analytics but also accelerates the development of AI applications, all within a secure environment. Budget constraints and expertise gaps are no longer obstacles.

3. Any Model. Now Secure:

Matillion brings the security of your cloud data platform to LLMs, ensuring enterprise data remains intact without leakage. By comprehensively understanding the origin and transformations around metadata, Matillion makes AI explainable and trustworthy.


Core AI Use Cases: Analytics & AI Apps

From Integration into Analytics…

Matillion facilitates the effortless integration of governed, enterprise data, including unstructured data, into LLMs. This process, contextualized for specific business needs, takes only seconds, revolutionizing analytical workstreams.

…To Building Your Own LLMs and AI Applications

Matillion empowers users to build their own GenAI-powered applications within minutes. This is achieved without compromising the security parameters of the cloud data platform, providing a unique and customizable solution tailored to enterprise data nuances.


Matillion Gets You Started with Your First AI Projects

Your Data. Contextualized for Your Business:

Matillion strengthens analytics projects by incorporating LLMs into data pipelines. Using prompt components, Matillion contextualizes data and leverages the power of GenAI for data enrichment and transformation.

Data Engineers. Empowered to be Prompt Engineers:

Matillion goes beyond empowering seasoned data engineers, offering flexibility in integrating GenAI with enterprise data and adopting a code-optional approach. This streamlines data preparation for analytics within a secure environment, making AI implementation accessible to all skill levels.

Unstructured Data. Now Accessible:

Matillion enhances data pipelines by tapping into previously untapped unstructured data sources. Documents, support ticketing systems, voice, and text messages are now accessible and extractable with prompt components and generative AI.

Contextualized Models. Fit Your Business Needs:

Matillion's low-code components enable the automation of AI generation, aligning with business rules and policies through contextualized data. This ensures that AI models are tailored to meet specific business requirements.

Large Language Models. Without Limitations:

Matillion seamlessly integrates large language models within the security parameters of your cloud data platform. Utilizing services like Snowpark Container Services and Cortex, Matillion's pushdown architecture ensures limitless possibilities for AI integration. Data pipelines and lineage make AI explainable and reliable.

Confidently Get Started. Supported by Trusted Partners:

Matillion doesn't just offer a robust platform; it provides a wealth of resources to help users comprehend the vast potential of AI. With support from both external partners and internal experts, Matillion becomes the go-to place for exploring use cases and initiating the implementation of your first AI application.


Elevate Your AI Journey with Matillion

Get AI Demo:

Experience the power of Matillion's AI capabilities firsthand by requesting a personalized demo.

Read Prompt Engineering eBook:

Delve into the intricacies of prompt engineering with Matillion's comprehensive eBook.

Watch AI Launch Event:

Hear from industry experts, customers, and product leaders about the latest AI developments in data engineering by watching Matillion's AI launch event, “AI. The Future of Data Engineering” on demand.


Matillion emerges as a key player in navigating the future of AI, offering solutions to the impediments that hinder widespread adoption. With Matillion, your organization can confidently step into the realm of AI, seamlessly integrating advanced analytics and AI applications into your workflows. As the world embraces Generative AI and large language models, Matillion stands as a reliable partner, propelling businesses toward innovation, efficiency, and success.