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Deploying Gemini where it has
never gone before

We’re a Gemini API-native company applying Google’s most advanced AI to a market it has never reached: brick and mortar retail fashion.

Our Story
OUR MANDATE

Why this problem matters

The Gemini API has unlocked professional-grade image generation at a cost structure that, for the first time, makes it viable to bring this technology to small and independent retailers. But nobody has built the product infrastructure to actually deliver it to them.

10,000+ independent fashion boutiques in the UK alone have no access to AI product photography, no semantic product discovery, and no way to offer consumers a try-before-you-buy experience. They are being outcompeted not because their products are worse, but because they lack the tools.

Recommence is the company building those tools — deploying Gemini image generation, Gemini embedding models, and vector search into a market that has never had access to any of it, through a two-sided platform that gets more valuable as both merchants and consumers join.

Recommence story
MISSION & VISION

Our Mission

Use Gemini APIs and vector search to give every independent fashion boutique access to the same AI tools the largest e-commerce brands deploy — and in doing so, protect physical retail from displacement by centralised platform economies.

Our Vision

A production Gemini API workload that scales with every merchant onboarded and every consumer generation — applied to a £30B+ UK retail fashion market that no AI company has meaningfully reached.

WHAT WE BELIEVE

Our Principles

Gemini-Native, Not Gemini-Adjacent

We don’t use AI as a feature. Every core capability — image generation, semantic search, avatar try-on — is built directly on Gemini APIs. This is not an AI wrapper.

Production Scale, Not Prototype Scale

Shoppermo is live in Glasgow. Merchants are actively generating images. Consumers are using try-on. The Gemini workload is real, not hypothetical.

Unit Economics First

Merchant subscription revenue covers AI generation costs from day one. The model is profitable at the unit level before consumer scale.

Scales with Google AI

Every new merchant and every new city adds Gemini API consumption proportionally. The platform architecture has no ceiling — it scales as Google’s infrastructure scales.

Founder-Led Product Vision

The team that understands the market builds the product that reaches it.

OUR PRODUCT

Shoppermo

A two-sided platform with two complementary layers: a foundational discovery platform with Gemini-powered semantic search (768-dim embeddings via pgvector), and a professional AI tool suite built on Gemini image generation — 16 distinct modes for merchants, avatar-based try-on for consumers. The tools drive immediate merchant revenue; the platform builds the compounding moat.

Shoppermo product
THE FOUNDERS

The people behind Recommence

Two operators with complementary skills, 22 years of combined startup experience, and a shared conviction that commerce is fundamentally broken.

MG

Mohsen Ghods

Co-Founder & CEO

12 years of startup founder experience across three ventures, including one successful exit. BSc in Industrial Engineering. MSc in Entrepreneurship, Innovation, and Technology from University of Strathclyde. MBA from IUST. Understands both the commercial and technical architecture required to scale from zero to product-market fit.

3× Founder, 1× Exit Strathclyde MSc UK Innovator Founder Visa
FP

Farzin Pezeshgi

Co-Founder & CPO

10 years of product design experience across successful startups and established companies. Former design lead at Iran's first insurance technology company. BSc in Computer Engineering. Brings deep engineering foundations combined with a relentless focus on user experience and product coherence.

10yr Product Design BSc Computer Engineering UK Innovator Founder Visa
VALIDATION & BACKING

Endorsed by those who've seen it before

Strathclyde INSPIRE

Shoppermo is built within the University of Strathclyde entrepreneurship accelerator — one of the UK's top innovation programmes.

Envestors: 80% Score

Formally scored by Envestors Limited (FCA-regulated investment network) at 80% overall — 93% Viable, 80% Scalable. Endorsed for innovativeness, scalability, and commercial viability.

UK Innovator Founder Visa

Both co-founders hold UK Home Office endorsement as Innovator Founders — one of fewer than 300 globally. A government-level signal of viability and ambition.

TRACTION & ROADMAP

From Glasgow to national scale

We are not building another app. We are building category infrastructure — and the numbers back it up.

Phase 1 — Foundation  Complete

AI infrastructure deployed. Shoppermo live in Glasgow. Gemini-native image generation at scale. Semantic search across 768-dim product embeddings. Merchant onboarding pipeline active.

Year 1 — Glasgow Market  In progress

50 boutiques × £249/mo = £12,490 MRR. Merchant subscription model validated. Consumer MAU growth compounding from launch.

Year 2 — UK National

200 boutiques × £249/mo = £50k MRR  +  12,500 subscribers × £8/mo = £100k MRR = ~£150k total MRR. Consumer reach: 500,000+ MAU.

Series A & Beyond

European expansion. B2B data intelligence layer. Multi-vertical discovery (beauty, electronics, home). Platform API for third-party integrations.

LET'S TALK

Interested in what we're building?

Whether you're an investor, accelerator, or potential partner — we'd like to hear from you.

Generative AI for brick and mortar fashion.

Contact Info

hello@recommence.co.uk

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