Data engineers

Q: Why does Calibo feature its own data transformation studio when one of its primary selling points is integrating external products?

Calibo’s data pipeline and dataOps tool ( Data Fabric Studio ) is not a stand-alone tool. It acts as the glue for existing data integrations you may have, such as SS3, Parquet, Rest API, CSV and allows you to control how the data moves, is transformed, and orchestrates these actions. Learn more here.

Waiting to get access to the infrastructure and data sources you need to start developing?
Doing repetitive work in every new data project?
Trying to keep the overview in a messy data landscape?
Struggling to keep data accurate and consistent?

Safely self-provision the environment you need and get started with data development work within minutes.
Leverage pre-defined templates [and data catalogs] to develop, test and deploy data pipelines in half the time.
Manage all your data pipelines in one central platform and gain access to DataOps observability.
Apply data quality best practices easily with built-in data profiler, quality analyzer and resolver features.

How to get started - platform highlights

Platform setup, standard infrastructure & templates

Onboard users from Active Directory
Create and assign roles and teams for permissions and access
Integrate your standard tech stack
Set up agile project configurations
Define development policies

Agile product management & release orchestration

Create product portfolios with strategy, business value and priority
Create products and features and link with your agile planning tool
Manage product releases and dependencies centrally
Track status of all projects by portfolio in centrally accessible dashboards

Data integration

Leverage out-of-the-box connectors or custom data crawlers
Simplify data integration with ingestion catalogues
Build streaming or bulk ingestion pipelines
Seamlessly integrate with your data lake and integration technologies

Data transformation & quality assurance

Accelerate pipeline development with self-managed templates
Streamline data quality assurance with built-in best-practice quality features
Utilize out-of-the-box transformation tools or apply custom SQL

Advanced analytics (AI/ML)

Accelerate advanced modeling with out-of-the-box ML templates
Simplify testing with smart experimentation features leveraging your preferred ML technologies
Reduce time-to-market through self-service deployment capabilities

Data visualizations & applications

Connect curated data assets to your preferred BI tools
Develop and deploy custom data applications using the Integrated Developer Portal
Make data easily accessible and consumable across the organization

Deployment, monitoring & maintenance

Automate deployment into your underlying tech stack
Automate data pipeline execution with custom scheduling and notification features
Monitor pipelines in DataOps-focused dashboards
Analyze complex data pipelines easily with the data lineage feature

Tech governance & FinOps

Centralized access to executive dashboard and insights for governance
Value stream and traceability maps provide insights into product release pipeline bottlenecks
Monitor and access business and product requirements, source-code & security audit logs centrally
Track and manage cloud resource utilization costs

Calibo platform dashboard tech governance

Benefits for Data Engineers

Effortlessly create, manage, and secure your data workflows—all in one central location.

Time reduction

Empowers non-technical users to easily find and share data, integrating subject matter experts into the data modeling process and significantly reducing the time to access ready-to-use data.

Collaboration

Enhances collaboration between data managers and consumers, fostering a culture of data-driven innovation.

Cost optimization

Optimizes costs by reducing the need for multiple overlapping tools and minimizes the maintenance associated with managing data, giving valuable time back to your IT resources.

Learn more

What the Calibo platform can do for you

Automation powers

Calibo’s DFS automates the data integration and transformation processes, delivering superior productivity.

Scalable deployment

Our DFS enables you to easily adapt and scale your data solutions in production environments to fully realize the desired business benefits.

Democratized innovation

DFS provides low-code and advanced features that empowers both citizen and expert developers to create data products.

Why our clients and partners love Calibo

“Instead of building our own digital ecosystem, which would have taken 12-18 months, before we could solve business problems, we could start within 8 weeks thanks to Calibo’s platform”.

Noé Angel

Global CIO, NatureSweet

“Calibo was game-changing for our entire development process. We got there in half the time, spent 40% less money overall, and our team is significantly less stressed and more efficient. I would recommend Calibo for any high-performing Dev Ops team wanting to achieve more in less time”.

Enterprise IT Company

CIO

“With Calibo, we were able to create business impacting applications which would have taken us more than 9 months to develop in just 4-5 months, resulting in faster time-to-value."

Alberto Langle Bornacelli

Global Head of IT Business Relationships, NatureSweet

"Calibo boosts innovation across the full spectrum—both data management with Data Fabric Studio and software development via the Internal Developer Portal. Partners like Calibo are instrumental in advancing digital transformation, providing simplification, orchestration, and adaptive governance within the tech stacks of our joint customers."

Jeff Hollan

Director of Product - Snowpark, Ecosystem, and Developer Platform, Snowflake

"With Calibo and its integrated tech stack, we can quickly prototype data and digital use cases, enabling us to demonstrate tangible examples when responding to client requests. This approach provides our clients with a clearer understanding of what to expect early in the process. After all, seeing is believing!"

Vikas Krishan

Chief Digital Business Officer and Head of EMEA, Altimetrik

"The Calibo platform supports the entire creation process, from ideation to deployment, with its pre-integrated tech stack, technology extensibility, and team collaboration. It's been a key part of our innovation process for years, allowing us to create prototypes in weeks and deploy products in only a few months instead of quarters."

Pooja Anurag Gupta

Leader, Innovation & Industry Engagement, Altimetrik

FAQ

Why does Calibo feature its own data transformation studio when one of its primary selling points is integrating external products?

Calibo’s data pipeline and dataOps tool (Data Fabric Studio) is not a stand-alone tool.

It acts as the glue for existing data integrations you may have, such as SS3, Parquet, Rest API, CSV and allows you to control how the data moves, is transformed, and orchestrates these actions.

Learn more here.

I have data pipelines already, can you integrate them?

Yes, however, it depends on how they’re implemented. If your pipeline is built using an integration that we already support, Calibo can be used to orchestrate it. However, if you’re looking to import your existing pipelines into Calibo’s DFS, our team of Solution Architects can certainly help you do so. Contact us to discuss a solution!

How can Calibo help Data Engineers?

Calibo streamlines the end-to-end workflow for data engineers, enabling them to build, test, and scale data products faster with greater reliability and control. Using Calibo, data engineers can quickly ingest data from a variety of sources via out-of-the-box connectors, then cleanse, transform, and integrate that data across lakes and layers using prebuilt components or their own custom logic.

The platform supports both batch and streaming pipelines and allows engineers to schedule jobs or chain them together to manage complex dependencies. Proven, production-grade components ensure fault tolerance and operational resilience. With environment promotion capabilities, pipelines built in development can easily be moved to test and production with full policy enforcement and minimal rework.

Calibo also provides complete traceability across tools, environments, and cloud storage layers, allowing teams to track changes, debug issues, and ensure data lineage from source to consumption. By reducing the operational friction of stitching together disparate tools, Calibo empowers data engineers to focus more on delivering insights and less on managing infrastructure or glue code.

Can we put existing development projects into Calibo?

Yes – absolutely! We integrate with your favorite cloud platforms and tools in your technology ecosystem. We don’t directly host those platforms and tools. Therefore, you only need to connect the Calibo platform to your own platform and tool instances, including source code repos and you can start benefiting from Calibo’s guardrails out-of-the box. Check out our offering here.

Will Calibo replace my existing tech stack?

No, but we are compatible with 150+ integrations so chances are, we’ll be compatible with your tech stack. If we’re not, there are potential ways around it. Speak to us, and we’ll be happy to clarify any questions you may have, contact us here.

Which stakeholders can benefit from Calibo?

Our solutions can be used for all types of roles; our platform is collaborative and acts as a one-pane-of-glass for a whole project team working together. Calibo allows product managers, platform teams, architects, data engineers, DevOps engineers, and software and citizen developers to move from ideation to market faster.

We provide an Internal Developer Portal, which allows you to standardize, automate, and accelerate application delivery by streamlining setup with pre-set templates for development environments and automatic source code repository creation with ready-to-go CI/CD pipelines. You can centralize data access, including CI/CD status and security logs, apply tech governance with flexible policies, and gain oversight of portfolios, products, and releases within a centralized framework for quicker, collaborative problem resolution.

We also provide a data acceleration solution called Data Fabric Studio. It’s the creation engine for actionable insights and smarter decisions in a complex data ecosystem. Calibo’s Data Fabric Studio (DFS) is an advanced solution designed to help businesses transform raw data into valuable insights through flexible and reusable data pipelines. With active metadata, knowledge graphs, integrated AI/ML and DataOps features, our solution not only maximizes the value of your existing systems but also embraces future technologies.

Seamlessly transform data into actionable insights

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