Build the data foundation AI can actually use.
Modernize, connect, and govern your data so models, agents, analytics, and applications can work from trusted business context.
Get Your Data AI-ReadyMake your data ready for what comes next.
Trusted
Give AI data it can rely on.
Improve quality, consistency, governance, and access across your data estate.
Connected
Bring fragmented data together.
Connect structured and unstructured data across the systems where your business operates.
Ready for AI
Turn data into usable context.
Make the right information accessible to analytics, machine learning, agents, and AI applications.
AI does not fix fragmented data.
When critical data is siloed, inconsistent, inaccessible, or poorly governed, AI inherits the problem.
We modernize the data foundation behind your AI initiatives so the right information is available, trusted, secure, and ready to use.
What we help you modernize.
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01
Data Platforms & Architecture
Modernize legacy environments and design scalable data architectures around your business and AI priorities.
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02
Data Integration & Pipelines
Connect systems and build reliable data pipelines that keep information accessible and up to date.
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03
Data Quality & Governance
Improve quality, lineage, security, access, and governance so teams and AI can trust the data they use.
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04
AI-Ready Data
Prepare structured and unstructured data for RAG, agents, machine learning, and other AI applications.
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05
Analytics & Access
Make trusted data easier for teams to explore, analyze, and use in everyday decision-making.
- Not sure where to start? Assess your data estate
From disconnected data to an AI-ready foundation.
K9 Resorts needed a unified view of performance across a growing network of 52+ franchise locations.
HatchWorks built an enterprise data platform on Databricks that brought operational and financial data together, created a trusted analytics layer, and provided the foundation for real-time dashboards and conversational AI.
The result is a single, trusted data foundation that powers analytics today and gives K9 Resorts a platform for expanding AI across the business.
Read the K9 Resorts Case Study- 52+
- Franchise locations unified
- 2
- Primary data sources integrated
- 1¢
- Penny-level accuracy across validated revenue data
How we build an AI-ready data foundation.
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01
Assess
Understand your current data landscape, constraints, and the AI use cases the foundation needs to support.
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02
Modernize
Improve the architecture, platforms, integrations, and pipelines behind your data.
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03
Govern
Put quality, security, lineage, and access controls around the data that matters.
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04
Activate
Make trusted data available to the people, models, agents, and applications that need it.
When data modernization creates the most value.
These are the conditions we see most often before a modernization engagement.
When two or more describe your data today, modernization is the highest-leverage next step.
- Critical data is fragmented across systems and teams
- Legacy architecture is slowing down AI and analytics initiatives
- Data quality or governance issues make AI outputs difficult to trust
- Valuable company knowledge is difficult for AI to access
- You need a foundation for RAG, agents, or an Intelligence Layer
- Your existing data platform needs to scale with growing AI demands
Modernize around your environment.
There is no single architecture every company needs.
We work with your existing cloud, systems, security requirements, and AI priorities to design a data foundation that fits your business.
Whether that means modernizing what you have, migrating to a new platform, or connecting data across environments, the architecture follows the outcome.
- Modernize what you have
- Migrate to a new platform
- Connect across environments
Deep Databricks expertise when it fits the job.
HatchWorks AI is a Databricks partner with hands-on experience building modern data and AI solutions on the platform.
From lakehouse migration and unified governance to AI-ready data and advanced analytics, we help you put Databricks to work as part of a broader data and AI strategy.
Explore our Databricks PracticeConnected to the broader AI ecosystem.
Our partnerships with OpenAI, Anthropic, and Google help us connect your modern data foundation to the models, agents, and AI capabilities your business needs next.
Build what comes next on a stronger foundation.
Data modernization can stand alone or provide the foundation for other AI initiatives.
Intelligence Layer
Give AI access to trusted business context.
Connect your data to the models, agents, systems, and knowledge your business relies on.
Explore Intelligence LayerAgentic Automation
Give agents the data they need to act.
Connect trusted data to workflows and systems so agents can reason and take action with the right context.
Explore Agentic AutomationData Science & Machine Learning
Turn trusted data into predictions and decisions.
Use your modern data foundation to build forecasting, recommendation, optimization, and machine learning systems.
Explore Data Science & Machine LearningModel Fine-Tuning & Optimization
Specialize AI around your business.
Use trusted domain data to fine-tune models and optimize how intelligence is applied across your AI systems.
Explore Model Fine-Tuning & OptimizationAI is all we do.
We modernize data with the AI outcome in mind.
Our data engineers, architects, and AI practitioners work together so the foundation you build today can support the models, agents, analytics, and AI applications you need next.
Get your data ready for AI.
Build a trusted, connected data foundation that can support the AI opportunities ahead.
Get Your Data AI-Ready