Integrations
Works with the ML stack you already use
Cognify integrates with leading training frameworks, data platforms, and cloud environments. No vendor lock-in on your models or data.
Training frameworks
PyTorch
Hugging Face Transformers
JAX / Flax
TensorFlow
LightningAI (PyTorch Lightning)
DeepSpeed
FSDP (PyTorch native)
Data & storage
AWS S3
Google Cloud Storage
Azure Blob Storage
Hugging Face Hub
Databricks Delta Lake
Snowflake (eval results)
PostgreSQL / BigQuery
CI/CD & workflow
GitHub Actions
GitLab CI
Prefect
Airflow
Kubeflow Pipelines
Argo Workflows
GRC & compliance systems
Vanta (SOC 2 evidence)
Drata
ServiceNow GRC
Archer GRC
JIRA (approval tickets)