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DataOps

The only agentic MDM platform built for DataOps teams

Deliver data products faster, collaboratively in our multimodal Design Experience (DXP) with tools your teams already trust like VS Code and Git.

Design and deliver data products faster with DataOps tools

The Semarchy Data Platform is designed for agile, DataOps-centric teams that need to streamline and scale the entire data product delivery lifecycle

Collaborative development

Multiple teams work on multiple data projects at once in the Design Experience (DXP) – engineers and product owners develop, test and deploy at scale

Version control & CI/CD

Use Git (GitHub, GitLab, Bitbucket) for version control and CI/CD natively in your data lifecycle – track changes, roll back, ship updates faster

Agentic Design

Power Semy, our custom-trained agent with any LLM (CoCo, Claude, Codex etc.) – go from prompt to Data Product in minutes, with human-in-loop approvals

What is DataOps?

A collaborative, agile approach to build + deliver data products at scale; adopted from software development (DevOps) principles for data (DataOps). The goal is to improve consistency, speed and reusability of data product delivery to the business.

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Modernize Your MDM Delivery With DataOps – Only in SDP

See how Semarchy brings DataOps principles to life – integrating with your existing tools for agile collaboration, automation and continuous delivery

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Scale Data Product delivery with DataOps-first principles

Our Multimodal Design Experience (DXP) is built on industry-standard developer tools your data engineering teams already use and trust.

Accelerate adoption

Connect with the DataOps tools your teams already trust, like VS Code and GitHub – productivity from day one without disrupting operations 

Streamline delivery

Standardize delivery operations to speed production, improve consistency and scale fast with shared, governed and reusable components

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Collaborate in real-time and at scale

Break silos between developers, product owners, analytics and business teams so they work in parallel while adhering to global standards with reusable assets.

Native Git integration

Leverage GitHub, GitLab, Bitbucket and any Git-based system for version control, branching, rollbacks and automate deployment with our CLI or API

Build faster and safer

Share and reuse standardized components (entities, policies, workflows, business views) across projects with change tracking and automated testing

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Build Data Products with flexibility and precision

Design Data Products with our multimodal design experience in DXP – switch between code-first development, visual configuration or agentic design

Multimodal design

Switch between visual data modeling, form-based config, file-based editing with SemQL or prompting Semy – all in your VS Code workspace

Robust customization

Use SemQL, our SQL-like semantic query language, to refine every component with familiar declarative syntax for code-first precision

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Accelerate delivery with Semy, our data engineering agent

Speed up development with Semy inside DXP – automate repetitive tasks, suggest improvements and resolve errors, always human-in-the-loop

Innovate, iterate - fast

Generate Data Products from a prompt and example file in minutes, then refine entities, relationships, rules and workflows

Trusted, grounded context

Semy is securely grounded in your project’s files and our Design MCP, with access to the latest resources and documentation for accuracy

See why customers trust our DataOps-centric approach

Enterprises across industries are leveraging DataOps in SDP to scale their data product delivery, increase agility and accelerate time to trusted insights

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Semarchy's implementation strategy is one of the best I've ever dealt with. We never had to bring in an outside partner. They provided great training, support, and project management. I can't say enough for how impressed I am.

James Wilson

VP of Analytics and Enterprise Solutions, Rexel USA

Semarchy has really evolved with our company. The product's agility and flexibility let us go where the business takes us, expanding it into more of a strategic MDM solution than what we started with.

Hogan Le

Senior Manager, Governance and BI Systems, Chipotle

See all customer success stories

FAQs

What does DataOps mean in the Semarchy Data Platform?

Which Git providers and CI/CD tools does DXP work with?

Can two teams work on the same Data Product at the same time?

How do I undo a change safely once it is in production?

How does Semy fit into the DataOps lifecycle?