From strategy to
production deployment.

Measurable outcomes — faster response, fewer handoffs, revenue captured after hours.

01

AI Workflow Integration

Embed LLMs and decision engines in CRMs, ERPs, and internal tools — no rip-and-replace.

02

WhatsApp Intelligence

Multilingual chatbots on WhatsApp Business API — leads, bookings, support at scale.

03

Systems Architecture

Data pipelines, agent orchestration, and human-in-the-loop controls.

04

Custom Agent Development

Document processing, outbound campaigns, inventory, domain-specific reasoning.

What we ship.

  • AI discovery & feasibility assessment
  • WhatsApp Business API setup & compliance
  • Knowledge-base ingestion & RAG pipelines
  • CRM / calendar / payment integrations
  • Analytics dashboards & conversation intelligence
  • Ongoing tuning, monitoring & SLA support
raz-agents / deploy
$ initializing agent mesh...
 whatsapp channel connected
 knowledge index synced
 crm webhook active
 routing inbound: 
status: OPERATIONAL

Engagement options.

Pilot

Single workflow or WhatsApp channel. Prove ROI in weeks.

  • Scope workshop
  • Staging + go-live
  • 30-day tuning

Enterprise

Custom agent mesh across departments.

  • Dedicated architecture
  • SLA & monitoring
  • Priority support

Custom quotes based on volume and complexity. Request briefing →