AI Tech Stack Map

Navigate the complex AI data pipeline with this interactive map. See how AI data workflows improve your curation, annotation and evaluation. Click into each section to see where Encord fits into your tech stack.

Raw Data Handling

Data collection

Scraping

Interal capture

Synthetic data

Data storage

Data lakes

Data warehouse

Data lakehouse

Data validation

Data profiling

Anomaly detection

AI Data Transformation

Data management
Curation
Encord
Evaluation
Annotation

Model Development

Model inference

Deployment

Observability

Drift detection

Model training

Compute

Experiment tracking

Parameter swaps

Model evaluation

Reporting

Artificial management