Examples of what an AI team could look like in your industry.

• E-commerceExample scenario

  Order questions and pre-sales, handled with the store in the loop

  A support agent answers order, shipping and return questions from the shop’s own policies and order data, drafts replies for review when a case is unusual, and logs every conversation against the customer record.

  Agents

  Support agentSales agentOperations agent

  Systems connected

  Shop platform (REST API)EmailCRM

• HospitalityExample scenario

  Enquiries, availability checks and guest follow-up for a hotel

  A front-desk agent replies to email enquiries, checks availability through the property system, prepares offers for a person to approve, and reminds the team of arrivals that need attention.

  Agents

  Front-desk agentSales agentCoordinator agent

  Systems connected

  Property management system (API)EmailCalendar

• Real estateExample scenario

  Lead qualification and viewing coordination for an agency

  A sales agent qualifies portal and website leads, matches them with listings from the agency’s data, proposes viewing slots, and hands qualified buyers to an advisor with a short brief.

  Agents

  Sales agentResearch agentCoordinator agent

  Systems connected

  Listings database (API)CRMEmail

• Professional servicesExample scenario

  Intake, document preparation and internal coordination for a firm

  An intake agent collects what a new client request needs, a research agent prepares a first summary from the firm’s templates and documents, and an operations agent tracks deadlines and asks people for decisions.

  Agents

  Intake agentResearch agentOperations agent

  Systems connected

  Document storeEmailPractice management tool (API)

Your industry is not listed? The approach is generic: channels, agents, systems, people. Describe the work and we will tell you what could be built.