Success Story

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

14

Days per cycle saved
9

All releases delivered on time
7x

Data Specialists and DevOps accelerated on-time delivery

The Overview

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 parallel innovation; 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, 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
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.

"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

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.

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