Demo coming early August

The Deep Research Assistant for ML Teams

Forget rule based AutoML. Automate research acquisition and generate candidate experiments based on the latest in field specific state of the art best practices - all while staying in control.

Meet Lumena

Lumena is a deep research agent built for fast moving AI teams that keeps up to date with the latest innovation in AI research, extracts domain specific actionable insights, and generates research backed candidate experiments you can explore more options faster and extract every ounce of performance out of your models.

No more hours spent reading instead of iterating.

No more falling behind.

Fraud Detection

Computer Vision

RAG

LLMs

Graph Learning

Reinforcement Learning

Time Series

Computational Biology

Recommender Systems

Medical Diagnostic AI

Audio Speech Recognition

Secure every advantage

Lumena checks for both the absolute state of the art and the highest performing methods aligned with your current pipeline and proposes code snippets to add, modify or remove components. So you can choose to rebuild from scratch, or make small changes that make a huge difference.

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Secure every advantage

Lumena checks for both the absolute state of the art and the highest performing methods aligned with your current pipeline and proposes code snippets to add, modify or remove components. So you can choose to rebuild from scratch, or make small changes that make a huge difference.

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Get all the small things right with Lumena Tune and Amplify

Get all the small things right with Lumena Tune and Amplify

Because every % counts. One command to optimise every step for speed and accuracy with line by line granularity - backed by research.

Set up endless experiments starting from 0 or existing models.


Get all the small things right with Lumena Tune and Amplify

Never miss a breakthrough with Lumena Frontier

Never miss a breakthrough with Lumena Frontier

Lumena Frontier does the exploring for you with autonomous checks for new research with highly actionable insights, and prepares experiment pipelines.

Never miss a breakthrough with Lumena Frontier

Pipeline innovation checks

Review

Lumena's proprietary deep research agent scours the latest research in your field, finds the absolute state of the art data pipelines, models and algorithms, and their open codebases and uses your codebase to review your pipeline's alignment with best practices with line by line granularity.

Secure every advantage

Lumena checks for both the absolute state of the art and the highest performing methods aligned with your current pipeline and proposes code snippets to add, modify or remove components. So you can choose to rebuild from scratch, or make small changes that make a huge difference.

1

Secure every advantage

Lumena checks for both the absolute state of the art and the highest performing methods aligned with your current pipeline and proposes code snippets to add, modify or remove components. So you can choose to rebuild from scratch, or make small changes that make a huge difference.

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Miss nothing

Line by line and layer by layer Lumena examines how your model implementations align with others, and with constantly updated knowledge of the latest algorithms and libraries, ensures everything sits on the bleeding edge.

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Miss nothing

Line by line and layer by layer Lumena examines how your model implementations align with others, and with constantly updated knowledge of the latest algorithms and libraries, ensures everything sits on the bleeding edge.

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Regain 20% of dev time

Denoising the latest research, implementing the latest innovation, and performing code reviews is manual and noisy process that keeps teams from building.

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Regain 20% of dev time

Denoising the latest research, implementing the latest innovation, and performing code reviews is manual and noisy process that keeps teams from building.

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Generation

Experiment Generation

Design and execute experiments faster, and guide data and model training pipeline pertubation with scientifically aligned changes.

Beyond hyperparam tuning

Run research guided experiments that aren't just hyperparameter tuning. Lumena makes it more accessible to experiment with feature selection, data augmentation, model architecture and learning objectives with a deep understanding of your existing code and what makes state of the art models.

Beyond hyperparam tuning

Run research guided experiments that aren't just hyperparameter tuning. Lumena makes it more accessible to experiment with feature selection, data augmentation, model architecture and learning objectives with a deep understanding of your existing code and what makes state of the art models.

Save up to 50% of engineer time

Save time meticolously planning experiment design, researching benchmarks and get faster time-to-experimentwith both actionable report insights and auto-generated pipeline experiments.

Save up to 50% of engineer time

Save time meticolously planning experiment design, researching benchmarks and get faster time-to-experimentwith both actionable report insights and auto-generated pipeline experiments.

No stone unturned

Generated experiments means more time actually testing, which means more experiments in a shorter time. When combined with enhanced experiment variable selection unlock every fraction of performance with momentum

No stone unturned

Generated experiments means more time actually testing, which means more experiments in a shorter time. When combined with enhanced experiment variable selection unlock every fraction of performance with momentum

Saves compute time

Experiments guided by a deep understanding of what makes your model, data and field and application unique means experiment design that is more likely to succeed, saving you time and money on compute.

Saves compute time

Experiments guided by a deep understanding of what makes your model, data and field and application unique means experiment design that is more likely to succeed, saving you time and money on compute.

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Reviews

Research Surfacing

Saving up to 5 hours per week, Lumena doesn't just surface up-to-date research directly related to your team's field and application—it goes further.

It finds snippets of literature from other fields whose methods might be applicable to yours and summarises the most immediately relevant parts so your teams can keep building without the noise.

Don't get left behind

Curious?

All rights reserved, ©2025

Don't get left behind

Curious?

All rights reserved, ©2025

Don't get left behind

Curious?

All rights reserved, ©2025