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Coming August 1

The Deep Research Assistant for ML Teams

Keeping up with AI is like drinking from a firehose. Stay ahead of the cutting edge through code reviews and spellchecks aligned with current research and implement the latest innovation with ease through pipeline experiment generation

Don't fall behind

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Meet Lumena

With the state of the art changing every day and AI research output quadrupling in 2025, Lumena's objective is to keep you ahead of the curve. By combining deep access to current research and open codebases and direct integration with your ML data and model pipelines, Lumena's ML specific deep research process prepares automated code reports that provide actionable low effort insights and spellchecks, and then generates experiments guided by the latest in best practice.

Computer Vision

RAG

LLMs

Graph Learning

Reinforcement Learning

Fraud Detection

Time Series

Computational Biology

Recommender Systems

For Junior Engineers

Catch up and find comfort in applying state of the art techniques

For Junior Engineers

Catch up and find comfort in applying state of the art techniques

For Senior Engineers

Keep your knowledge and your pipelines ahead of the changing space.

For Senior Engineers

Keep your knowledge and your pipelines ahead of the changing space.

For Data Scientist

Ensure your data pipelines and models aligned with the latest in best practice.

For Data Scientist

Ensure your data pipelines and models aligned with the latest in best practice.

For Researchers

Find the state of the art, benchmark faster, and understand the nuances of your peers work better.

For Researchers

Find the state of the art, benchmark faster, and understand the nuances of your peers work better.

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.

Secure every advantage

How Lumena Works For you

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.

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Secure every advantage

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.

Miss nothing

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.

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.

Generation

Experiment Generation

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

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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

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

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

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.

Ready?

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