Use Cases
Different industries need practical implementation paths, not the same AI package.
These scenarios help companies understand where their needs fit. Every project is still evaluated by accounts, data, compliance, cost and maintenance responsibilities.
Scenario Map
Common service scenarios
E-COMMERCE
Ecommerce and retail
AI tool accounts, Canva or Gamma workflows, cloud billing, CDN and campaign traffic readiness.
GAME
Games and content platforms
Cloudflare, CDN, DDoS protection, hosting, monitoring and traffic resilience planning.
SAAS
SaaS companies
API and webhook integration across CRM, support, forms and AI assistant workflows.
MANUFACTURING
Manufacturing
Workspace, cloud backup, reporting, IoT data and AI-assisted internal knowledge workflows.
AI STARTUP
AI startups
Model APIs, token costs, usage records, demo environments, cloud deployment and customer-facing docs.
HEALTHCARE
Healthcare
Backup, permissions, encryption, cloud operations and system integration under the client's compliance requirements.