A business that wants AI automation faces an awkward choice. Off-the-shelf tools rarely fit how the business actually works, while fully custom builds start from zero every time. A template-based delivery model sits between the two.
Reusable core, client-specific configuration
The core technology — the AI engine, RAG engine, automation, integrations and monitoring — is built once. On top of it sit reusable service templates. Each template holds reusable logic, workflow structures, tools, integrations and configuration points. Then each client's system is configured around their own business.
What gets configured
- Business: information, brand identity, services and products.
- Knowledge: FAQs, internal policies, documents and communication style.
- Systems: CRM, email, WhatsApp and website.
- Channels: social platforms, customer touchpoints, lead qualification and follow-up processes.
- Operations: customers, business workflows, human escalation rules and internal procedures.
The result is a system that feels specific to the client while using the same foundation underneath. Not ten unrelated applications, but one platform shaped into the right system for each business.
- Templates
- Delivery
- Configuration