Industries
One method, tailored to your industry
Every industry has a different role structure. Pick yours to see which roles AI can take on, which agents we use and what the workbench looks like.
Manufacturing & industrial
Discrete and process manufacturing
Scheduling & Materials AgentQC Records AgentMonitoring Agent
See playbook →E-commerce & new retail
Marketplaces, private traffic and instant retail
Listing & Pricing AgentCustomer Q&A AgentAds Diagnosis Agent
See playbook →Tourism, attractions & hotels
Theme parks, scenic areas, hotels and resorts
Guest Q&A AgentScheduling AgentChannel & Order Agent
See playbook →Consumer brands
F&B, beauty, home and personal care
Content AgentCompliance Check AgentChannel & Order Agent
See playbook →Trade, supply chain & logistics
Export trade, forwarding, warehousing, transport
Enquiry Reply AgentDocumentation AgentCustoms Check Agent
See playbook →Tax, legal & advisory
Accounting and law firms, consulting
Contract Review AgentReport Drafting AgentKnowledge Q&A Agent
See playbook →Education & training
Vocational, enrichment and corporate training
Admissions AgentTimetabling AgentCourseware Agent
See playbook →Financial services
Banking, insurance, securities and asset management
Compliance Check AgentRisk File AgentCustomer Q&A Agent
See playbook →Healthcare & pharma
Private healthcare, pharma companies, health services
Documentation AgentCompliance Check AgentPatient Service Agent
See playbook →Real estate & property
Development sales, property management, leasing
Sales Office AgentTicket Router AgentLeasing Agent
See playbook →Chain restaurants & retail stores
Restaurant chains, convenience and specialty stores
Store Audit AgentScheduling AgentOrder Forecast Agent
See playbook →Automotive & dealerships
Dealers, after-sales and aftermarket
Lead Follow-up AgentAfter-sales AgentParts Agent
See playbook →Energy & utilities
Power, gas, water and renewables O&M
Field Log AgentMonitoring AgentDispatch Assistant Agent
See playbook →Conglomerates & SOEs
Diversified groups, state-owned enterprises
Cockpit AgentDocument Drafting AgentPolicy & Training Agent
See playbook →Cases on industry pages are samples (not real clients); actual results are modeled with your data in the diagnostic.
An AI roadmap you can act on — in 14 days
Free diagnostic: on-site interviews, role-by-role AI scoring and a cost model. Run the numbers first, then decide.