An Urgent Need

In today's AI landscape, teams face critical challenges with unstructured data

Workflow Inefficiency & Complexity

1) Disjointed tools and custom scripts
2) Data wrangling consumes valuable time
3) Manual handoffs between data prep, modeling, and deployment

Lack of Transparency & Reproducibility

1) Difficulty tracking dependencies and data/model versions (black box)
2) Inability to pinpoint the source of errors (debugging nightmare)
3) Lost experiments and results

Innovation Stifled

1) Time lost to firefighting and workarounds
2) Fear of experimentation due to complexity
3) Slow progress against business goals

Unpredictable Costs & Lack of Control

1) Difficulty tracking costs at a granular level
2) Inability to optimize cloud resource usage
3) Overspending due to poor visibilit

Deployment Bottlenecks

1) Mismatch between development and production environments
2) Time-consuming rewrites for production systems
3) Unexpected behavior and delays during deployment

Wasted Time & Resources on Infrastructure

1) Building and maintaining custom infrastructure
2) Repetitive and error-prone data preparation tasks
3) Team resources diverted from core AI

The Pixeltable Solution

Pixeltable offers a declarative interface for working with text, images, embeddings, and even video, enabling you to store, transform, index, and iterate on data within a single open source python-first database.

Every commit to a branch deploys to a unique, immutable URL.
Pull and merge requests receive a shareable branch URL that is always up-to-date with the latest commit.

Who Benefits from Pixeltable?

Computer Vision Teams: Manage image and video datasets, annotations, and model experiments in one place.
NLP/LLM Developers: Simplify RAG pipelines, fine-tuning workflows, and text corpus management.
MLOps Professionals: Ensure reproducibility, automate versioning, and simplify the path to production.
Data Scientists: Focus on insights, not infrastructure. Let Pixeltable handle the data plumbing.

Why Choose Pixeltable? Why Now?

Reclaim Innovation Time: Stop wasting 80% of your time on data plumbing. Focus on what matters – building groundbreaking AI solutions.
Unify Your Workflow: As AI complexity grows, a unified platform becomes not just nice-to-have, but essential.
Scale with Confidence: Pixeltable’s incremental approach ensures your workflows remain efficient as your data and models grow.
Stay Agile: In a rapidly evolving AI landscape, Pixeltable’s flexible, declarative approach adapts to new techniques and models.
Collaborate Effectively: A single source of truth for data, models, and experiments fosters better teamwork and knowledge sharing.

Trusted by the best AI teams