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Agentic commerce architecture
The Remarkable agentic layer
Live in production

Agentic commerce, shipping now.

AI products now running inside the proprietary platform that already powers £1bn+ in UK retail sales.

See what's deployedRead the architecture

The platform behind the UK's leading retailers - now natively agentic

Architecture

The agentic layer

Agent surfaces

Where shoppers ask agents to discover, compare and buy.

Claude
MCP
ChatGPT
ACP
Gemini
AP2
Copilot
MCP
Perplexity
UCP

Protocol layer

Commerce-ready standards and checkout rails.

MCP·Linux Foundation
ACP·Agentic Commerce
UCP·Universal Commerce
AP2·Google
Stripe SPT·Checkout

The agentic layer

Strategic core: live products plus the next wave of AI development.

The Remarkable agentic layerLIVE·11M SHOPPERS/YR·3 LIVE·5 COMING SOON
LIVE01

Remarkable RETA

The agentic commerce assistant.

A conversational AI agent built into the Remarkable platform - operating across product discovery, order management, returns and aftersales support.

↳DEPLOYED MARCH 2026
LIVE02

Remarkable Discover

AI Semantic Search

AI semantic search built on Google Vertex AI and Elasticsearch. A single query reads voice, text, image or video and factors live inventory, pricing and promotions at query-time.

↳DEPLOYED OCTOBER 2025
LIVE03

Remarkable Studio

AI Image Studio

Generate realistic location, lifestyle and editorial imagery - your products placed in any setting, season or campaign backdrop, without booking a shoot.

↳DEPLOYED MAY 2026
COMING SOON04

Remarkable Signal

Agent visibility analytics.

Brand-visibility analytics for the agent web - share-of-voice, competitive monitoring and query attribution across ChatGPT, Claude, Gemini, Copilot and Perplexity.

↳TARGET · Q3 2026
COMING SOON
Remarkable Navigate

Smart navigation & personalisation

COMING SOON
Remarkable Fit

AI try-on

COMING SOON
Remarkable Reach

Agentic Commerce

COMING SOON
Remarkable Forecast

AI demand intelligence

Commerce platform

Production systems already powering enterprise retail.

LIVE IN PRODUCTION

Remarkable Commerce

Platform foundation.

↳RCM · 27 YEARS · 99.9% UPTIME
LIVE IN PRODUCTION

Remarkable Fulfil

Platform foundation.

↳WMS · 10M+ ORDERS/YR

Data foundation

The operational data agents need to act safely and usefully.

PIM
Product data
OMS
Orders
WMS
Inventory
CMS
Content
INTEGRATIONS
300+ partners
DAM
Media assets
Live in production
Coming soon
Data foundation

Shipping today, at scale

Not a roadmap. These are the numbers running on Remarkable today.

£
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bn+

Annual UK retail sales powered by Remarkable

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+5

Production AI products in the layer · 5 more in development

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.
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%

Platform uptime across 20+ enterprise stores

Open protocols

Built on what the industry actually agreed on

The three open specs every commerce CEO should ask their platform about. We support them all.

The products

The agentic suite, up close

Eight AI products - live in production, and the next wave in development.

Remarkable RETA
RETAASSISTANT
LIVE·ASSISTANT

Remarkable RETA

The agentic commerce assistant.

A conversational AI agent built into the Remarkable platform, operating across the full commerce journey - product discovery, order management, returns and aftersales support. Two personas: a customer-facing assistant that takes on each brand's voice and styling, and a team-facing assistant for merchandisers, support agents and operations leads. Same engine, different surface.

Built on
Anthropic Claude · Remarkable orchestration
Quantified value
Live in deployment
Learn more
Remarkable Discover
DiscoverSEARCH
LIVE·SEARCH

Remarkable Discover

AI Semantic Search

AI semantic search built on Google Vertex AI and Elasticsearch. A single query reads voice, text, image or video and factors live inventory, pricing and promotions at query-time. Deployable on any commerce platform - and running natively inside Remarkable, where it inherits your merchandising rules and category logic directly, with no separate system to configure. It replaced a leading search provider across a client group's 19 sites in October 2025 - improving performance while removing a £360,000 annual licence fee.

Built on
Google Vertex AI · Elasticsearch
Quantified value
£360k saved · year 1
Learn more
Remarkable Studio
StudioIMAGE STUDIO
LIVE·IMAGE STUDIO

Remarkable Studio

AI Image Studio

Generate realistic location, lifestyle and editorial imagery - your products placed in any setting, season or campaign backdrop - without booking a shoot. The difference from generic image generation is control: Studio holds your actual product and model exactly as captured in the original studio shot and changes only the background, lighting and composition around them. The garment a shopper sees is the garment that arrives, so creative range never comes at the cost of brand or product fidelity.

Built on
Brand-trained diffusion models
Quantified value
Live in deployment
Remarkable Signal
SignalANALYTICS
COMING SOON·ANALYTICS

Remarkable Signal

Agent visibility analytics.

Brand-visibility analytics for the agent web. Signal tracks how often, and how, your products and brand surface inside ChatGPT, Claude, Gemini, Copilot and Perplexity - the channels where the next billion shopping journeys will begin. Share-of-voice analytics, competitive monitoring, and query attribution by agent surface, in one view. The result shows which prompts put your products in front of shoppers today, where you're losing ground to competitors, and where to invest to win agent-led demand. It's the discipline retailers spent two decades building for search - ranking, share-of-voice, competitive gap analysis - rebuilt for the era when the answer arrives from an agent, not a results page.

Built on
Remarkable platform · multi-LLM monitoring
Quantified value
Target · Q3 2026
Remarkable Navigate
NavigateNAVIGATION
COMING SOON·NAVIGATION

Remarkable Navigate

Smart navigation & personalisation

AI-built site navigation with three ways in: generate a complete menu structure in one click, refine it conversationally as merchandisers iterate, or hand Planning Mode a focused brief and let it produce a full structured navigation plan. From there a conditional-rules engine adapts that menu in real time - by device, screen size, audience segment, time window, on-site behaviour and URL path. One navigation, a thousand personalised experiences. And a built-in A/B testing engine measures what each change actually does to AOV, click-through, bounce and revenue - so navigation decisions ship on evidence, not on instinct alone.

Built on
Remarkable platform · LLM orchestration
Learn more
Remarkable Fit
FitTRY-ON
COMING SOON·TRY-ON

Remarkable Fit

AI try-on

Fit lets a shopper upload a single photo of themselves and see exactly how any product on the site looks on them. AI blends that photo with the brand's existing studio photography to produce an accurate, on-body visualisation in seconds - grounded in the real product shots, so what the shopper sees on themselves stays true to the garment and the brand. This facility helps to close fashion's most expensive gap: the distance between what a shopper imagines and what arrives in the box.

Quantified value
In development
Remarkable Reach
ReachAGENTIC COMMERCE
COMING SOON·AGENTIC COMMERCE

Remarkable Reach

Agentic Commerce

Reach is an MCP layer that makes a retailer's brand and products discoverable to AI agents - applied to the Remarkable platform, or layered onto any existing e-commerce stack without replatforming. It structures your catalogue, pricing and inventory into agent-ready data so that ChatGPT, Claude, Copilot, Gemini and Perplexity can find, understand and recommend your products as agent-led shopping takes hold. As agentic checkout matures through 2027 and as payment rails arrive, Reach extends from discovery to transaction - letting customers buy directly inside the agent conversation, not just discover you there.

Built on
MCP · agent-ready catalogue data
Quantified value
In development
Remarkable Forecast
ForecastFORECASTING
COMING SOON·FORECASTING

Remarkable Forecast

AI demand intelligence

Forecast brings AI-native demand intelligence to buying and merchandising teams. It learns from every signal that moves demand - historical sales, returns, weather, promotions, search behaviour, size curves, regional mix - and forecasts down to the SKU, size and colour, where buying decisions are actually made. The effect on the buying function is practical: less time wrestling spreadsheets, more time making confident calls. Open-to-buy plans sharpen, markdowns fall, availability rises - and seasonal forecasting stops being an anxious guess and becomes something a buyer can put a number on and defend in the room.

Quantified value
In development

We help retailers with underperforming sales become Remarkable retailers

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