Data Generation

Build: Automate & Accelerate Data Pipeline Development

Build empowers teams to streamline data pipeline creation, validation, and deployment with AI-powered automation. From synthetic data generation to cloud-native deployment, Build ensures efficient and scalable data workflow automation without compromising quality.

AI-Powered Data Testing

Develop Behavior-Driven Development (BDD) test scenarios to ensure that the business scenario will have accurate and reliable data.

Hypothesis-Driven Synthetic Data

Generate realistic, Gherkin-based synthetic datasets for advanced data modeling and validation.

No-Code Pipeline Generation

Automatically create, test, and optimize deployable data pipelines based on business logic.

Seamless Cloud & Kubernetes Deployment

Deploy pipelines effortlessly to cloud-managed services or local Kubernetes environments for scalable execution.

Build: Automate & Accelerate Your Data Pipeline Development

From Business Logic to Fully Functional Pipelines in Minutes

Seamless Data Workflow Automation for Modern Enterprises

Building, validating, and deploying data pipelines is a complex, time-consuming process—but it doesn’t have to be. Meet Build, an AI-powered platform that simplifies and automates data pipeline development so your team can focus on business growth, not technical roadblocks.

With Build, you can create, validate, and deploy robust data pipelines without writing extensive code. Our intelligent system transforms business-driven functional requirements into fully deployable data workflows, eliminating inefficiencies and accelerating your time to insight.


Why Choose Build? AI-Driven Automation for Data Pipelines

Traditional data pipeline development is slow, error-prone, and resource-intensive. Build empowers data teams with automation, reducing manual effort and accelerating delivery.

Key Benefits of Using Build

Automated Data Pipeline Creation – Convert business needs into deployable pipeline code effortlessly. ✔ AI-Powered Data Validation – Ensure accuracy and compliance with behavior-driven development (BDD) tests. ✔ Synthetic Data Generation – Generate hypothesis-based synthetic datasets for realistic testing. ✔ One-Click Cloud Deployment – Deploy pipelines seamlessly to AWS, Azure, Google Cloud, or Kubernetes.


How Build Works: Data Pipeline Development in 4 Steps

1. Validate: AI-Powered Data Integrity & Testing

Data integrity is critical, but manual validation slows down progress. Build’s Behavior-Driven Development (BDD) framework automates test scenario creation, ensuring your data is accurate, compliant, and production-ready.

  • Develop BDD test cases for real-world data scenarios.
  • Automate data validation with AI-powered consistency checks.
  • Reduce pipeline failures with pre-deployment integrity testing.

2. Prepare: Hypothesis-Based Synthetic Data Generation

Poor-quality test data leads to unreliable pipelines. Build solves this by generating realistic synthetic datasets that mirror actual business data, using Gherkin-based definitions.

  • Create hypothesis-driven synthetic datasets for simulations.
  • Test pipelines with data that mimics real-world conditions.
  • Improve model performance and reliability before deployment.

3. Create: AI-Powered Pipeline Code Generation

Manually coding data pipelines is time-consuming and error-prone. Build automates this process by converting business logic into optimized, production-ready pipeline code.

  • No-code pipeline generation based on functional requirements.
  • Automate ETL, data transformation, and workflow orchestration.
  • Minimize technical dependencies and reduce manual effort.

4. Deploy: Seamless Cloud & Kubernetes Deployment

Your pipeline is only valuable when it’s running in production. Build simplifies deployment to cloud-native environments and Kubernetes clusters, ensuring scalability and resilience.

  • Deploy instantly to AWS, Azure, Google Cloud, or on-premise Kubernetes.
  • Optimize performance and cost with intelligent resource allocation.
  • Monitor and manage pipelines with real-time insights and logs.

Top Features That Make Build a Game-Changer

Build is designed to simplify, automate, and optimize every stage of the data pipeline lifecycle.

✅ AI-Driven Data Validation

Automatically create and execute BDD test scenarios to ensure pipeline reliability and accuracy.

✅ Hypothesis-Based Synthetic Data Generation

Generate realistic, Gherkin-defined synthetic datasets to improve test quality and analytics performance.

✅ No-Code Pipeline Generation

Build production-ready data pipelines without writing complex code—just define business requirements.

✅ One-Click Cloud Deployment

Seamlessly deploy pipelines to leading cloud providers or Kubernetes for scalable, high-performance execution.


Who Can Benefit from Build?

For Business Analysts & Product Owners

  • Convert business requirements into automated data workflows.
  • Ensure data integrity without needing technical expertise.
  • Reduce dependency on engineering teams.

For Data Engineers & Developers

  • Accelerate ETL pipeline development with AI-powered automation.
  • Minimize manual coding effort and eliminate repetitive tasks.
  • Optimize data transformation and orchestration.

For DevOps & IT Teams

  • Streamline data pipeline deployments across cloud & on-prem environments.
  • Automate data quality testing to prevent errors in production.
  • Improve pipeline scalability, resilience, and security.

Seamless Integration with Your Existing Data Ecosystem

Build works with leading cloud platforms, analytics tools, and DevOps frameworks.

  • Cloud & On-Prem Compatibility – Deploy pipelines to AWS, Azure, Google Cloud, or Kubernetes.
  • API-Driven Flexibility – Integrate with Apache Airflow, Prefect, and leading BI tools.
  • Enterprise-Grade Security – Built with robust encryption and compliance standards.

Build vs. Traditional Data Engineering Approaches

FeatureBuildTraditional Data Engineering
AI-Powered Data Validation
Automated Pipeline Code Generation
No-Code Business-Driven Workflow Creation
Hypothesis-Based Synthetic Data Generation
Cloud & Kubernetes Deployment

Unlike traditional manual approaches, Build streamlines the entire pipeline lifecycle, reducing costs, complexity, and time-to-value.


Start Automating Your Data Pipelines Today

Why spend weeks coding, testing, and deploying data pipelines when Build can automate it in minutes?

Transform business logic into deployable pipelines instantly. ✔ Reduce errors, improve accuracy, and scale effortlessly. ✔ Seamlessly deploy to cloud and Kubernetes with a single click.

🚀 Ready to Accelerate Your Data Strategy?

👉 Check Build, Schedule a talk

Dawrlog - AI-Powered Data Insights

Dawrlog, your AI-powered Data Companion platform.