Pixelfox Studios · Founder-led holding company · London

We start companies and build them ourselves.

Pixelfox Studios is the holding company of Gavin Yates and Kathryn Kee. We fund our own companies first. Gavin has twenty years running infrastructure at scale, at PlayStation, Couchbase, Improbable and Helsing, and three companies founded since 2023.

Catches, the physics-based AI fit platform backed by Antoine Arnault and live with AMIRI and THE OUTNET. Deliverance AI, the sovereign enterprise AI operating system that left stealth at £6m ARR, deployed on HPE Private Cloud AI hardware. Homelore, the evidence layer for Malaysian residential property, owned outright by Pixelfox. Two are NVIDIA Inception members; all three run on NVIDIA.

Our companies Meet the founders

NVIDIA Inception members: 2; Homelore and Catches both build on NVIDIA and are members of its programme for AI start-ups
Deliverance AI, out of stealth: £6m ARR; Annual recurring revenue, six enterprise customers and 30+ staff within three months of incorporation
Catches at AMIRI: +55%; Online conversion over six months with RealFit, and 30% fewer fit-related returns
Founder track record: 20⁺ yrs; Running infrastructure, security and engineering at PlayStation, Couchbase, Improbable and Helsing; Google Cloud Customer Award winner

Partners and customers across our companies

Google Cloud

Microsoft

Anthropic AMIRI The Outnet

NVIDIA Inception: Homelore and Catches. HPE, World Wide Technology, NVIDIA, Anthropic, AWS, Google Cloud and Microsoft: Deliverance AI partners and deployment platforms. AMIRI and THE OUTNET: live Catches customers.

Our companies

Three companies, one way of working.

Evidence first. Built on NVIDIA infrastructure. Launched with partners and customers who hold us to a high bar.

Owned and built by Pixelfox Studios · Kuala Lumpur and Selangor, Malaysia

Homelore

Know the building before you arrive.

A map-centred guide to the residential buildings expats move into when they come to Malaysia. Every finding and score keeps its evidence and its source, and there are no listings, no commissions and no paid placement, so the data can be trusted. Free for readers, with products for property professionals to follow.

738
buildings researched and scored
150+
sources read every day by the research engine
~20,000
provenance-tracked facts
3,500+
photographs classified

Inception member Open-source model on NVIDIA DGX hardware No listings, no sales

homelore.homes

Homelore's map of Kuala Lumpur with 738 scored buildings and a ranked list of the best-rated ones

Founded by Gavin Yates, founder and CTO · London and New York

Physics-based virtual try-on for luxury fashion.

Catches builds generative, physics-based fit and try-on technology for fashion e-commerce on NVIDIA Omniverse, CUDA and the Newton physics engine. RealFit launched with AMIRI in March 2026. Over six months, AMIRI's online conversion rose 55%, add-to-cart activity rose 80% and fit-related returns fell 30%. PredictiveFit opened the platform to multi-brand retailers in October 2026, starting with THE OUTNET.

+55%
online conversion at AMIRI, seasonally adjusted
−30%
fit-related returns during the AMIRI partnership
$10m
raised, backed by Antoine Arnault of LVMH
2
live deployments: AMIRI and THE OUTNET

Backed by Antoine Arnault of LVMH, with $10 million raised.

Inception member NVIDIA Omniverse · CUDA · Newton Live with AMIRI and THE OUTNET

catches.ai Source: WWD, Oct 2026

The Catches site showing a model in an AMIRI suit with a Try On button above a list of live AMIRI and THE OUTNET products

Founded by Gavin Yates, founder and CTO · Mick McNeil, CEO · London

/deliverance.ai

Governed agentic AI, delivered on HPE Private Cloud AI.

Deliverance AI is the operating system for sovereign enterprise AI: it runs and governs AI agents inside an organisation's own environment. The focus is hardware deployment: governed agentic AI delivered on HPE Private Cloud AI, on-premises and air-gapped, within four weeks. It came out of stealth in June 2026 with £6m of annual recurring revenue, six enterprise customers and more than 30 staff, three months after incorporation.

£6m
annual recurring revenue at launch
6
enterprise customers in the first three months
4 weeks
to a governed platform on HPE Private Cloud AI hardware
ISO 27001
certified; Silver Stevie, AI Company of the Year, 2026 International Business Awards

Partners. HPE Unleash AI partner: governed agentic AI delivered on HPE Private Cloud AI hardware, co-developed with NVIDIA, for on-premises and air-gapped estates. World Wide Technology: global deployment partner for regulated industries. Anthropic's Claude models through the governed runtime, and hyperscale deployment in customer tenants on AWS, Google Cloud and Microsoft Azure.

Private Cloud AI deployments

DGX accelerated computing

Global deployment partner

deliverance.ai Sources: PR Newswire, June 2026 · deliverance.ai/partners

The Deliverance AI homepage: the operating system for governed enterprise AI, with guardrails, velocity and ROI claims

Partners and backers

Built with the people who set the bar.

The relationships behind the companies: the hardware they run on, the programmes they belong to, the partners that deploy them and the investors who back them.

Homelore

NVIDIA Inception

Homelore is a member of NVIDIA Inception, NVIDIA's programme for AI start-ups, and runs an open-source model on NVIDIA DGX hardware. Catches is a member too, building on Omniverse, CUDA and the Newton physics engine. Our founder built those relationships through NVIDIA Inception and GTC.

Deliverance AI

Deployment partners

Governed agentic AI delivered on HPE Private Cloud AI hardware through the HPE Unleash AI partner programme, on-premises and air-gapped. World Wide Technology as global deployment partner for regulated industries. Anthropic's Claude models in the governed runtime; hyperscale deployment on AWS, Google Cloud and Microsoft Azure.

Catches

Backer and customers

AMIRIThe Outnet

Backed by Antoine Arnault of LVMH, with $10 million raised. Live on amiri.com since March 2026 and on THE OUTNET from October 2026.

The founders

We build products, and back the people who build them.

Pixelfox Studios is owned and run by its two founders. We build and own our products, starting with Homelore, and invest together in early-stage technology companies.

Gavin Yates

Co-founder, Pixelfox Studios · Founder, Homelore
Founder and CTO, Catches and Deliverance AI

Twenty years delivering technology at scale, and the capital behind it. Gavin ran infrastructure, security and engineering at PlayStation, took Couchbase through its preparation for IPO, and led global infrastructure at Improbable, where the team won a Google Cloud Customer Award for Gaming and cut annual infrastructure spend from £11m to £3.5m while serving millions of concurrent players. In 2026 he was VP of IT and Infrastructure at the European defence AI company Helsing.

As a founder and CTO he built Catches on NVIDIA and launched it with AMIRI, backed by Antoine Arnault of LVMH with $10m raised; co-founded Deliverance AI, which left stealth at £6m ARR on HPE Private Cloud AI; and built Homelore, founder-funded and owned outright through Pixelfox Studios. Two of the three are NVIDIA Inception members.

LinkedIn Google Cloud Customer Award, Gaming 2020 (Improbable) · CCNP · RHCSA · MCSE · ITIL · PRINCE2

Kathryn Kee

Co-founder and investor, Pixelfox Studios

Kathryn co-owns Pixelfox Studios and invests alongside Gavin in the companies the studio builds and backs, starting with Homelore.

Contact

Talk to us.

Partnerships, press, investment and anything about our companies. We reply from London, usually within two working days.

Email
gavin@pixelfoxstudios.co.uk LinkedIn
Gavin Yates Based in
London, United Kingdom