The first engineering AI that builds production-grade ingestion & integration code

PrettyWhale.ai is a specialized engineering AI – a Small Language Model (SLM) trained specifically on ingestion and integration code.

Every deliverable is traceable, auditable and ready for production deployment.

In just a few minutes, PrettyWhale.ai delivers:

– complete

– executable

– tested

– documented

– and deployable ingestion code

— easily integrated into any DataOps or MLOps pipeline, and compatible with Cloud, hybrid, and on-prem environments.

Every deliverable is traceable, auditable and ready for production deployment.

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1

Executable Code
– Languages Python, SQL, Scala.
– Functions: Data extraction, transformation, and loading
– Specifics: Error handling, logs/metrics/traces, business logic

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2

Unit & Integration Tests
– Automatically generated test datasets
– Schema and data type validation
– Business rule compliance and data quality checks

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3

Orchestration
– Generated files for Airflow, Prefect, and Dagster
– Dependency management, scheduling, and monitoring

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4

Schemas and Metadata
– JSON/YAML files describing data structures
– Data and metadata definitions, validation rules

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5

Configurations
– Format: .env, config.yml
– Secure management of secrets and connections

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6

Deployment and Execution
– Local containerization: Dockerfile and docker-compose
– Scalable deployment: Kubernetes manifests, Helm charts
– CI/CD pipelines: GitHub Actions, Jenkins, GitLab

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7

Documentation and Architecture
– Auto-generated README.md
– Flow and architecture diagrams
– List of dependencies and version tracking

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8

Contextual Documents
– AI design notes
– Record of technical decisions
– Optimization log

Experience the Power of PrettyWhale.ai

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