Catalogue accuracy
Retail & Omnichannel Commerce
Give AI shopping experiences accurate product information and assess the route from recommendations to orders across your catalogue and markets.
Explore your industry
Content and rights
Media, Publishing & Business Information
Decide who can access your journalism, archives and data, on what terms, and where licensed access can support your business.
Product accuracy
Banking & Financial Services
Identify material errors in AI-generated product information and plan accountable adoption across customer and colleague journeys.
Current collections
Fashion, Apparel & Luxury
Assess how AI presents your collections, styling and product information, then plan changes that support accurate discovery and your brand standards.
Category consideration
FMCG / Consumer Packaged Goods
Assess how AI recommends your products for real needs and occasions, then improve the data connecting brand discovery with retail availability.
Projects and quantities
Home Improvement, Garden & Trade Supplies
Assess how AI recommends materials, tools and quantities, then improve the information behind project-led shopping and trade support.
Accurate travel offers
Travel, Hospitality & Aviation
Assess how AI recommends your properties, routes and experiences, then plan the data and distribution changes behind reliable booking journeys.
Buyer and vendor fit
Enterprise Software, Cloud & IT Services
Assess how AI compares your capabilities and integrations, then prepare your documentation and products for buyers and authorised agents.
Location and serviceability
Telecoms & Connectivity
Assess coverage, tariffs and service information, then plan improvements across AI discovery, sales and colleague workflows.
Cover and conditions
Insurance & Reinsurance
Assess product representation and permissioned underwriting or claims workflows, then prioritise changes with clear review and ownership.
Audience and intended use
Healthcare, Pharma & MedTech
Assess how AI represents your services, evidence and approved information, and identify suitable workflows for accountable adoption.
Ingredients and formulations
Consumer Health, Wellness & Nutrition
Assess how AI describes your ingredients, benefits and intended use, then improve approved information across your products, markets and channels.
Customer information
Energy & Utilities
Assess customer information and suitable operational workflows, with clear ownership of data, decisions and reliability requirements.
Licensed markets
Online Casino & Gaming
Assess how AI describes your operators, games and customer terms, then prioritise changes across brands and licensed markets.
Event and market context
Sportsbook & Betting
Assess how AI describes your sportsbook, markets and settlement rules, then prioritise improvements across customer journeys and licensed markets.
Across business units
One enterprise can need several approaches.
A retail group may want wider product discovery while protecting customer records. A publisher may restrict training access and still explore licensed retrieval. The same organisation can support internal adoption while limiting automated customer actions.
We scope the work by asset, audience, market and business objective, with the teams responsible for each decision.
Signal → Evidence → Action
Start with the questions that matter.
Tell us the industries, markets and business units involved. We can discuss a first assessment around your commercial priorities.