Success Story
How Data Science & Machine Learning Transformed Automata’s Engineering Delivery

Success Story
How Data Science & Machine Learning Transformed Automata’s Engineering Delivery

Success Story
How Data Science & Machine Learning Transformed Automata’s Engineering Delivery

Success Story
How Data Science & Machine Learning Transformed Automata’s Engineering Delivery

The challenges
Automata is a lab automation company for the life sciences.
Combining hardware and software to automate laboratories worldwide through its LINQ platform. During a period of hyper-growth and expanding customer use cases, Automata partnered with Godel to deliver in parallel supported innovation and supporting existing customers while investing in a new architecture.
The challenges
Automata is a lab automation company for the life sciences.
Combining hardware and software to automate laboratories worldwide through its LINQ platform. During a period of hyper-growth and expanding customer use cases, Automata partnered with Godel to deliver in parallel supported innovation and supporting existing customers while investing in a new architecture.
The challenges
Automata is a lab automation company for the life sciences.
Combining hardware and software to automate laboratories worldwide through its LINQ platform. During a period of hyper-growth and expanding customer use cases, Automata partnered with Godel to deliver in parallel supported innovation and supporting existing customers while investing in a new architecture.
The challenges
Automata is a lab automation company for the life sciences.
Combining hardware and software to automate laboratories worldwide through its LINQ platform. During a period of hyper-growth and expanding customer use cases, Automata partnered with Godel to deliver in parallel supported innovation and supporting existing customers while investing in a new architecture.

The challenge
Automata was experiencing accelerated growth with multiple new customer deployments happening simultaneously
As they diversified their customer portfolio across different use cases and research areas, feature requests for the LINQ platform accelerated significantly. To address this, Automata selected a Godel dedicated team that Included engineers, DevOps engineers, and data scientists, to address emerging needs and support parallel workstreams.
The solution
The core objective was to strengthen and expand the LINQ platform’s product capabilities
Whilst enabling the swift rollout of impactful new features for clients. By leveraging Godel’s deep expertise and innovative approach, Automata accelerated development and introduced fresh perspectives to ensure continued value and technological advancement.
Transformative Talent Strategy
Specialised profiles, validate niche skills and refined hiring strategies
Transformative Talent Strategy
Specialised profiles, validate niche skills and refined hiring strategies
Godel Integration
Integrated Godel resources to enhance LINQ platform capabilities and delivery.
Godel Integration
Integrated Godel resources to enhance LINQ platform capabilities and delivery.
Innovation Framework
Established priority-driven roadmap, agile processes, and transparent communication for parallel innovation.
Innovation Framework
Established priority-driven roadmap, agile processes, and transparent communication for parallel innovation.
"
Beyond feature delivery, the Godel team brought specialised expertise that strengthened our engineering practices in critical areas. The engagement delivered strategic value beyond immediate feature work, positioning us for long-term product evolution whilst maintaining our existing customer base.
Meng Muk
,
VP of Engineering
Automata

"
Beyond feature delivery, the Godel team brought specialised expertise that strengthened our engineering practices in critical areas. The engagement delivered strategic value beyond immediate feature work, positioning us for long-term product evolution whilst maintaining our existing customer base.
Meng Muk
,
VP of Engineering
Automata

"
Beyond feature delivery, the Godel team brought specialised expertise that strengthened our engineering practices in critical areas. The engagement delivered strategic value beyond immediate feature work, positioning us for long-term product evolution whilst maintaining our existing customer base.
Meng Muk
,
VP of Engineering
Automata

"
Beyond feature delivery, the Godel team brought specialised expertise that strengthened our engineering practices in critical areas. The engagement delivered strategic value beyond immediate feature work, positioning us for long-term product evolution whilst maintaining our existing customer base.
Meng Muk
,
VP of Engineering
Automata

How we can help
The Impact
Critical Features
Delivered essential features & production workflows directly addressing client priorities
Scalable Success
All major features delivered on time, with several completed ahead of schedule.
Data Acceleration
Godel team, included data scientists, scaled delivery through agile collaboration.
Lab Acceleration
Enabled laboratories to streamline workflows, increase capacity, and accelerate innovation.
Critical Features
Delivered essential features & production workflows directly addressing client priorities
Scalable Success
All major features delivered on time, with several completed ahead of schedule.
Data Acceleration
Godel team, included data scientists, scaled delivery through agile collaboration.
Lab Acceleration
Enabled laboratories to streamline workflows, increase capacity, and accelerate innovation.
Critical Features
Delivered essential features & production workflows directly addressing client priorities
Scalable Success
All major features delivered on time, with several completed ahead of schedule.
Data Acceleration
Godel team, included data scientists, scaled delivery through agile collaboration.
Lab Acceleration
Enabled laboratories to streamline workflows, increase capacity, and accelerate innovation.
Critical Features
Delivered essential features & production workflows directly addressing client priorities
Scalable Success
All major features delivered on time, with several completed ahead of schedule.
Data Acceleration
Godel team, included data scientists, scaled delivery through agile collaboration.
Lab Acceleration
Enabled laboratories to streamline workflows, increase capacity, and accelerate innovation.
Success Stories
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All rights reserved © 2026 Godel
Company number 04551774
VAT number 292354882
All rights reserved © 2026 Godel
Company number 04551774
VAT number 292354882
All rights reserved © 2026 Godel
Company number 04551774
VAT number 292354882
All rights reserved © 2026 Godel
Company number 04551774
VAT number 292354882
