WhatsApp AI · Meta Cloud API · Cardiff Bay
WhatsApp Business Automated AI Sales & Support Concierge in Cardiff Bay
Premier WhatsApp Business Automated AI Sales & Support Concierge for companies in Cardiff Bay, Wales (UK). Direct founder architecture, custom LLM integration, and 100% IP ownership.
✦ Direct Answer & Architecture Scope:
WhatsApp AI sales agent engineering by Jyotirmay Ray connects Meta Cloud API with custom LLMs to drive conversational commerce, support, and automated checkout. Dedicated sprint engineering for teams in Cardiff Bay (UK).
Production Deliverables & Milestone Roadmap
Custom WhatsApp Business Automated AI Sales & Support Concierge for Cardiff Bay Teams
100% Source Code Ownership & Model Prompt Handover
Milestone Sprints with Direct Founder Engineering
Production Deployment with CI/CD & Automated Backups
Technical Architecture & Production Implementation
SYSTEM TOPOLOGY BLUEPRINT
Customer WhatsApp Message
├── Meta Cloud API Webhook Verification
├── Contextual Product Catalog Recommendation & Cart Link
└── Real-Time Order Tracking & Stripe Payment Link Dispatch
VERIFIED CODE PATTERN
// WhatsApp Cloud API Message Dispatcher
export async function sendWhatsAppResponse(to: string, messageText: string) {
return await fetch(`https://graph.facebook.com/v19.0/${process.env.WA_PHONE_ID}/messages`, {
method: "POST", headers: { Authorization: `Bearer ${process.env.WA_ACCESS_TOKEN}`, "Content-Type": "application/json" },
body: JSON.stringify({ messaging_product: "whatsapp", to, type: "text", text: { body: messageText } })
});
}Frequently Asked Questions & Technical Scope
Can we integrate this AI solution with our existing tools in Cardiff Bay?
Yes. We build bi-directional webhooks and REST APIs to sync with your existing CRM, Slack, WhatsApp, and databases.
How do you prevent hallucination in production?
We enforce grounded RAG retrieval, strict JSON schema validation, and guardrail heuristics.
Ready to build your WhatsApp Business Automated AI Sales & Support Concierge in Cardiff Bay?
Direct technical collaboration with founder-engineer Jyotirmay Ray. Zero middlemen, 100% intellectual property transfer, and rapid sprint delivery.