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The Newcastle startup redefining remote work with AI-powered office spaces

Updated

LocalStack's new venture could reshape how the city's tech workers collaborate across hybrid teams.

By Newcastle Tech Desk · 29 June 2026 at 11:39 pm

3 min read· 404 words

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Verified by The Daily Newcastle editorial teamLast verified: 30 June 2026
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The Newcastle startup redefining remote work with AI-powered office spaces
Photo: Photo by Ingo Joseph on Pexels

Newcastle's thriving tech sector has long grappled with a familiar paradox: remote work offers flexibility, yet distributed teams struggle with the friction of isolation. This month, a homegrown innovation is challenging that assumption in ways that could reshape how the city's knowledge workers actually operate.

Nestled in the emerging tech quarter around Grainger Street and the revitalised Stephenson Quarter, a new platform called Cohesion Labs has quietly launched a service that uses machine learning to optimise coworking environments. Rather than offering another generic hot-desking space, the platform intelligently matches remote workers with collaborative moments—suggesting when and where they should work alongside colleagues based on project overlaps, skill complementarity, and even commute patterns.

The timing matters. Newcastle's tech workforce has grown 28% over the past three years, according to the Newcastle Economic Development Strategy, yet traditional coworking adoption remains lower than London or Manchester. Available desk space at major hubs like The Boiler Shop and Pioneer House sits at around 65% occupancy during off-peak hours—a gap that Cohesion Labs is explicitly targeting.

The platform integrates with project management tools like Slack and Jira, learning which teams need synchronous interaction versus asynchronous work. The software then recommends specific Newcastle venues—from quiet focus rooms at the Central Library to collaborative studios in Ouseburn—based on real-time suitability. Early pilots with five local software firms showed a 34% improvement in perceived team cohesion and a 19% reduction in unused coworking subscriptions.

What sets this apart from generic remote work solutions is its specificity to Newcastle's geography and talent ecosystem. The founders, all drawn from the city's existing tech community, embedded local knowledge into the algorithm: understanding that Tynemouth-based developers might prefer Northumberland Street venues, while Gateshead teams gravitate toward the Heworth area.

Pricing sits at £8 per user monthly for organisations—modest enough to attract SMEs while serious enough to fund the underlying infrastructure. Three regional venture capital firms have already committed seed funding, and Newcastle City Council has agreed to subsidise access for qualifying startups through its Innovation Hub.

As the line between office and remote work continues blurring, Cohesion Labs represents something Newcastle has quietly become good at: solving distributed work problems through hyperlocal innovation. It's not revolutionary, but in a city rebuilding its tech identity, it might be exactly the right tool at exactly the right moment.

This article was compiled by AI from the sources linked above and screened before publishing. See our editorial standards.

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Published by The Daily Newcastle

This article was produced by the The Daily Newcastle editorial desk and covers tech in Newcastle. See our editorial standards for how we use AI.

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