Workflow complexityNumber of steps, users, approvals, exceptions and business rules involved.
Depends on scope
Systems & integrationsAPIs, databases, messaging, telephony, existing software and external services.
Depends on scope
External usageAI models, WhatsApp, telephony, hosting and paid software may carry separate usage charges.
Billed separately
Data & securitySensitive information, access controls, audit needs and compliance requirements can change implementation effort.
Assessed upfront
Custom interfacesPortals, dashboards, mobile workflows or specialised user experiences add design and development effort.
Defined in proposal
Ongoing optimisationMonitoring, updates, content changes, support and continuous improvement can be provided separately.
Optional support plan