Build an AI MVP

Our AI Minimum Viable Products (MVPs) rapidly validate your most promising ideas, focusing on the core functionalities that matter most to your business.

What you come away with

Validate Product-Market Fit

An AI MVP allows you to test your product vision's core hypotheses and get real user feedback on your AI solution's value proposition early on. This validation of product-market fit avoids wasted effort on an AI product no one wants.

Reduce Overall Risk

MVPs enable fail-fast, learn-fast iterations to refine your AI based on empirical data. You can adapt and pivot as needed before committing major resources. MVPs significantly derisk expensive full-scale development.

Faster Time-to-Market

By focusing on an MVP's essential features, you can launch and start generating ROI far quicker than traditional sequential development. Releasing an early prototype cuts months or years off your time-to-market.

Scope and budget for a full-scale production build

Receive an accurate estimate of the resources required to develop and implement the production ready AI system. This includes not only compute resources but also time and personnel.



to validate your idea

3-6 Months

development time


based team

Specialist Team

working full-time

10% back

of the MVP cost on the production ready build

1 Project Manager

focused on delivery

What are the benefits of partnering with Mercury Labs

Results Orientation

Our team is focused on maximising real-world business impact, not just technical elegance.

Deep AI Expertise

Our multidisciplinary team has the AI

Full Technology Stack

Our full-stack engineering capabilities cover everything from data infrastructure to front-end UX.


It can be more cost-effective, especially if you don’t have an in-house AI team.

Focus on Ethics

We prioritise fairness, interpretability, and transparency to ensure your AI is socially responsible.

Project Perspective

We can provide an objective perspective on the project.

Case Study


Develop a proof of concept to evaluate whether an AI system can be used to improve verification qualify of manual human covid test verification.

Project Insights

Developed a proprietary natural language processing model to analyse strategic skills gaps across manufacturing domains.

Achieved over 80-100% accuracy in mapping existing job roles to future occupational profiles, compared to the previous 40% accuracy.

Built a custom survey engine, analysing huge volumes of responses to generate data-driven capabilities database.

Identified many new potential hybrid roles, optimised for major infrastructure projects.

Business Insights

Massively reduced time required to define new job roles, enabling more agile skills development.

Matched workers to precise blend of capabilities needed for specific projects, improving hiring efficiency.

Completed successful a PoC and MVP leading to a full production build in the works.

Established a scalable platform to continuously realign skills with changing industry demands.

Empowered employees by identifying targeted training for new responsibilities.

Recent Work

Corona Test Centre

As a leading provider of Covid-19 tests, Corona Test Centre offers a comprehensive range of services and we build a bespoke system to manage the booking process, ensuring patients received speedy resu...


Forestreet provides unrivalled market intelligence for competitive intelligence, M&A target list and technology advisory with a custom algorithm built by Mercury Labs.

Gentlemans Journal

The Gentleman's journal is an online lifestyle magazine, complete with deals and member exclusives, this is the place to go for anyone needing a dose of inspiration, with a custom shopify build.

Metals Daily

Metals Daily brings together the latest global metal markets news, data and analysis, in a single platform. Mercury Labs worked specifically on a commodities trading algorithm.

Primary Bid

We deployed a fully operational data pipeline for Primary Bid, a company dedicated to ensuring that public markets are open, inclusive, transparent, and fair for all investors.

Dash Water

Discover the bespoke Shopify store template we built for DASH Water, alongside a propriety data pipeline created just for them.


The HVM Catapult is driving economic growth in the UK by facilitating the exchange of cutting-edge research from the nation's world-leading universities to the commercial market.


The Xmedical team brings with them an altogether different way of looking at healthcare services, drawing on decades of experience in healthcare and across other industries. The team believes that a c...


We worked with Enginuity to develop AI models for creating and updating standards in the manufacturing sector. Enginuity is dedicated to supporting employers, training providers and individuals in the...


Augmentive is a state-of-the-art platform removing the practical and emotional friction driving the mental health crisis, by combining human intelligence, artificial intelligence and automation. The t...

Bobin AI

BOB AI changes how SME’s manage their finances. Review profit & loss and balance sheet, track and categorise revenue and costs, add metrics to investor updates all through generative AI.

Mercury Labs

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United Kingdom

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