IRiS: Lakehouse automation without the bottlenecks
Unlock the Speed and Agility of Data Lakehouses
Deliver trusted data products and AI‑ready insights at speed, without the risk of stalled projects. IRiS automates the most complex part of your Lakehouse, helping teams deliver analytics faster, with less effort and lower risk.
Built for Modern Cloud Data Platforms
IRiS is a lightweight automation tool that does one thing exceptionally well: it streamlines the delivery of the Silver layer in your Lakehouse. By removing manual coding and complexity, IRiS accelerates time‑to‑value, reduces risk, and ensures your investment in AI and analytics delivers business outcomes from day one.
Solving the Pain of Slow, Costly Delivery
Too often, organisations struggle with slow delivery, brittle processes, and expensive coding, making data products hard to create and even harder to adapt. These obstacles stall analytics initiatives and erode ROI. IRiS solves this by embedding automation, governance, and agility into your Lakehouse, so teams can deliver data products and insights quickly, sustainably, and at lower cost.
How IRiS Delivers
IRiS uses proven automation patterns to simplify the most complex part of the Medallion Architecture: the Silver integration layer. By applying trusted Data Vault methodology, IRiS generates reliable, consistent code that scales with your business and adapts to change.
Automates the Silver layer of Medallion Architecture
Supports Databricks and Snowflake on Azure and AWS as well as Microsoft Fabric on Azure, working with your existing platforms and tooling
Easy to learn and straightforward to use, simplifying the use of Data Vault in Lakehouse platforms
Delivers agile and incremental results to the business 4.5× faster with 65% less effort
Eliminates manual coding and the risk of stalled Lakehouse projects
Lakehouse Automation in Practice
Experience How IRiS Delivers Medallion Architecture
IRiS Introduction & Demonstration
See how IRiS automates the Silver layer of the Medallion Architecture using proven Data Vault methodology. This session introduces the principles of Lakehouse automation and shows how IRiS simplifies delivery across any cloud platform.
Automating a Lakehouse Architecture in Microsoft Fabric
Discover how IRiS accelerates Lakehouse delivery on Azure by generating native code and integrating seamlessly with Microsoft Data Factory in hybrid environments. This demonstration highlights how IRiS supports Medallion Architecture stages, reduces manual effort, and embeds governance from day one.
Lakehouse Automation with Databricks and Snowflake
Explore how IRiS works within the Databricks and Snowflake ecosystems to automate the implementation of the Medallion Architecture. Learn how metadata-driven automation speeds up Lakehouse builds, ensures auditability, and supports advanced analytics and AI readiness.
Data Vault on Microsoft Azure — Benefits, Key Considerations, and Best Practices
Learn about the benefits, challenges, and best practices of combining Microsoft Azure and Data Vault in modern enterprise environments. This session highlights metadata management, orchestration, and governance considerations.
Fits Seamlessly into Your Lakehouse Stack
Unlike many other tools, IRiS works with your existing environment, no retooling or replatforming required. Whether you use Microsoft Data Factory, AWS Glue, Talend, Matillion, Informatica, IBM Infosphere, or Fivetran, IRiS integrates smoothly and starts delivering value fast.
This flexibility makes it easy to standardise and scale your modern data stack delivery across diverse ecosystems, ensuring consistent governance and accelerated outcomes.
Available on the Azure Marketplace
IRiS is the best choice for building a production‑ready cloud data platform on Microsoft Azure. Now available directly through the Azure Marketplace, IRiS makes it simple to deploy Lakehouse automation within your existing environment.
With IRiS, you can:
- Seamlessly integrate with Microsoft Fabric, Azure Data Factory, Synapse, DevOps, Purview, Key Vault, and more
- Connect easily with third‑party tools for modelling, governance, and orchestration
- Accelerate delivery of Medallion Architecture using proven automation patterns
- Ensure governance, auditability, and AI‑readiness from day one
Support for Snowflake and Databricks is also built in, with AWS Marketplace availability coming soon.
Why IRiS is the Key to Lakehouse Success
IRiS is the only automation platform built by a Data Vault Alliance (DVA) Authorised Training Organisation (ATO) and explicitly designed to help data teams deliver production‑ready Lakehouses faster and with fewer obstacles. It ensures consistent, high‑quality outcomes while fitting seamlessly into your existing environment.
- Best‑practice automation that powers Medallion Architecture and underpins AI and analytics adoption
- Accelerated code generation aligned to Data Vault 2 standards
- Purpose‑built interface that simplifies and speeds up adoption
- Native support for Synapse and Microsoft Fabric on Azure, and Snowflake, and Databricks on both Azure and AWS
- Backed by Data Vault experts, with access to the IRiS Knowledge Hub and online training
- Flexible pricing with no minimum seat numbers
With IRiS, we can create Data Vault compliant code 4.5x faster, resulting in a 65% reduction in delivery times. In addition, we’re seeing fewer code errors compared to manual code generation as a result of utilising standardised framework of data vault compliant templates.”
Data Vault can be quite intimidating. IRiS made it fast, scalable and relatively easy to configure. It would have been a lot more daunting without it.”
Steven Mellare
Head of Data and Architecture at RESIMAC
Existing users report:
Greater than 50% reduction of the total cost of ownership compared to traditional Data Warehouse approaches.
Up to 50% improved speed of delivering new data with reduced impact of source change.
Up to 65% reduction in delivery times as a result of faster code delivery.
4.5x faster to create Data Vault compliant code through IRiS automation.
These numbers can vary based on team size, experience, and the complexity of the modelling work.
Use Cases
Where IRiS Makes an Impact
IRiS delivers tangible value across industries and use cases, including:
- Launching new Lakehouse platforms with speed and confidence
- Replacing legacy manual processes with automated delivery
- Accelerating cloud migration and modernisation initiatives
- Meeting compliance and audit requirements faster with built‑in governance
- Supporting scalable, agile data operations across teams
Real‑world applications:
- Financial services: Accelerate regulatory reporting and strengthen data lineage
- Government: Enhance security and governance with automation
- Tech startups: Go to market faster with scalable, modern data stack infrastructure
- Enterprises: Reduce time‑to‑insight and eliminate technical debt
How IRiS works
Manual Data Vault development can be time-consuming, inconsistent, and prone to human error. Generalist automation tools often lack native support for Data Vault structures, while internal frameworks require ongoing maintenance and expert intervention.
Supported Cloud Platforms
Supported Data Platforms
IRiS changes the game:
Native support for Data Vault 2
Pre-built templates aligned to best practices
Automation that adapts to changes in metadata
A UI built specifically for Data Vault delivery
Faster results, fewer errors, and lower long-term cost
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Built by Data Vault Experts
IRiS is created by Data Vault specialists with decades of enterprise experience. As the only automation platform built by a DVA Authorised Training Organisation, IRiS ensures Lakehouse implementations follow proven standards and best practices.
Support, Training, and Ease of Use
IRiS is designed to be simple to adopt and easy to use, even for teams new to Data Vault. A purpose‑built interface streamlines onboarding, while embedded guidance reduces complexity. Customers gain access to the IRiS Knowledge Hub, online training, and expert support—helping teams move faster with fewer obstacles.
IRiS is developed and delivered in partnership with leading companies worldwide
Data Vault 2.0 Automation
Create and update a Data Vault in five simple steps
IRiS is a Data Vault automation solution that enables you to integrate data from practically any data source or combination of datasets – simply, securely, and fast.
Start your IRiS journey
Experience the smarter, faster way to automate your Data Vault.
Frequently asked questions (FAQs)
IRiS is available on a subscription basis with a cost per seat/license. Importantly, as IRiS is a development tool and not a modelling or platform tool, most organisations will NOT need an IRiS seat for every Data Vault user. You should look to purchase a license only for users whose responsibilities include Data Vault code generation.
Most organisations will NOT need an IRiS seat for every Data Vault user. Generally, IRiS licenses are required for only for users whose responsibilities include Data Vault code generation. Talk to us to learn more about IRiS pricing and how many licenses you might need.