AI in retail. For retailers and e-commerce brands.
Product content, customer service, demand insights and back-office work with Claude, with every claim checked and every use governed under the EU AI Act.
30 minutes with a solution architect.
How is AI used in retail and e-commerce, and how does Solorai help?
Retailers and e-commerce brands use AI models such as Claude to write product content, answer customers, analyse demand and automate back-office work, with people approving what customers see. Solorai sets up Claude Enterprise for retail teams, builds AI agents for commerce workflows and governs their use under the EU AI Act and consumer protection rules.
Written and reviewed by Solorai
- to assess your use cases and data
- 2 weeks
- people, at most, in a first pilot
- 50
- to roll out to up to 250 people
- 6 to 8 weeks
What can retailers and e-commerce teams do with Claude?
The six uses retail teams usually start with. Content and service teams approve what customers see, and every product claim is checked against its source.
E-commerce teams
Product content
Write product pages from supplier data in every language you sell in, with each claim checked against the supplier sheet.
Service teams
Customer service
Draft answers about orders, returns and products in the customer’s language, and hand over to an agent when needed.
Buying and merchandising
Demand and assortment insights
Summarise sales data, reviews and return reasons into insights for buyers and category managers.
Catalogue teams
Catalogue data checks
Check supplier files for missing or inconsistent data before products go live.
Marketing and legal
Marketing claims review
Check campaigns and product copy for unsupported claims, including environmental claims, before they are published.
Store teams
Store staff support
Answer store staff questions about procedures, products and promotions from your own manuals.
Confidentiality and compliance
How does AI in retail stay compliant?
Customers must be able to trust what you say about your products. These are the controls we put in place before the first product page or customer answer goes out.
Customer data under your control
Work runs in your own Claude Enterprise organisation, with single sign-on, roles and data policies. Under Anthropic’s commercial terms, your content is not used to train models by default.
Claims checked against sources
Product claims come from supplier sheets, test reports and certificates. Since 27 September 2026, EU consumer law bans generic environmental claims such as “eco-friendly” without recognised proof.
People approve
Content and service teams approve what customers see. AI agents hand over to a person for complaints, refunds and anything unusual.
Classified under the EU AI Act
We classify each use before it goes live. A shopping assistant must tell customers it is an AI, and evaluating staff by their behaviour is high-risk.
Unacceptable risk
Banned since 2 February 2025, such as social scoring or emotion recognition at work.
High risk
- Allocating shifts or evaluating staff by their behaviourHigh-risk obligations, Annex III, employment
- Screening job applicantsHigh-risk obligations, Annex III, employment
Limited risk
- A shopping assistant or service chatbotTell users they are talking to an AI system
Minimal risk
- Product content, insights and catalogue checksAI policy and AI literacy measures for staff
Obligations for the high-risk uses listed in Annex III apply from 2 December 2027, as amended by Regulation (EU) 2026/1744. We classify every use before it goes live.
How we deliver
How does Solorai deliver AI in retail?
The same three services as in every engagement, set up for the rules of this sector.
Claude Enterprise
Claude for content, service, buying and store teams: single sign-on, roles, data policies, connectors to your catalogue and service tools and training on real work.
Claude Enterprise servicesAI agents
One agent per workflow, such as product page drafts, order enquiries or supplier file checks, monitored, logged and approved by a person.
AI agent servicesEU AI Act and governance
An inventory of every AI use, risk classification under the EU AI Act, an AI policy that covers product claims and training for staff.
EU AI Act compliance services
Where to start
AI readiness assessment
About 2 weeks
We map your catalogue, channels and service flows, and pick the uses with the clearest value.
Pilot
Up to 50 people
One team works on real products or real tickets, with success criteria agreed before the start.
Rollout
6 to 8 weeks
Claude goes to the teams in scope, with connectors, playbooks and training.
FAQ
AI in retail, in short
How is AI used in retail?
Retailers use AI models such as Claude to write product content, answer customers, analyse sales and returns, check supplier data and support store staff. Teams approve what customers see.
How can e-commerce companies use AI?
E-commerce teams use AI to write product pages in several languages, answer order and returns questions, check catalogue data before products go live and review marketing copy for unsupported claims.
Can AI write product descriptions that stay compliant?
Yes, if every claim comes from a source. Claude drafts from supplier sheets, test reports and certificates and flags claims it cannot support. Since 27 September 2026, EU consumer law bans generic environmental claims such as “eco-friendly” without recognised proof.
Does a shopping chatbot need to say it is an AI?
Yes. Under the EU AI Act, people must be told when they are interacting with an AI system, unless it is obvious. We build that into every shopping assistant and service agent.
Is AI in retail high-risk under the EU AI Act?
Most retail uses are not. Product content, insights and catalogue checks are minimal risk, and chatbots must disclose that they are AI. Allocating shifts or evaluating staff by their behaviour, and screening job applicants, are high-risk, with obligations from 2 December 2027.
How does a retailer start with AI?
With an AI readiness assessment of about 2 weeks, then a pilot with one team of up to 50 people, then a rollout of 6 to 8 weeks to the teams in scope.
Related reading
- Service
AI voice agents for enterprise
AI voice agents that answer and route calls, qualify requests and book appointments, connected to your CRM and phone system.
See the service - Service
Prompt engineering training for teams
Prompt engineering training for business teams: structured prompting, reusable templates, quality checks and safe use of AI on company data.
See the service - Research
Enterprise AI demand 2026: search data from 27 countries
What companies search for in enterprise AI: monthly search demand for Claude, AI agents, Copilot, Gemini and the EU AI Act across 27 countries.
Read the research
Sources: Regulation (EU) 2024/1689, Regulation (EU) 2026/1744
AI for your retail business. Start with a 30-minute briefing.
Tell us about your catalogue, channels and goals. We will reply with a clear next step.