Glossary

AI Proposal Generation

توليد العروض بالذكاء الاصطناعي

Automated system that converts incoming lead inquiries into professional, scoped PDF proposals with pricing and timelines. Uses templates and AI to customize each proposal in minutes, increasing close rates and response speed.

Related services

AI Operator Consoles

Related terms

WhatsApp Business APIThe official Meta-managed API that lets businesses programmatically send and receive WhatsApp messages at scale, trigger automated sequences, verify phone numbers, and integrate with CRM and AI systems. Requires a Meta Business account and phone-number registration. In Saudi Arabia and UAE, WhatsApp is the dominant B2B and B2C communication channel — automating it with the API shortens response times from hours to seconds.
Operator ConsoleA custom-built web application that gives a business owner or operations manager a single pane of glass over their AI-automated workflows: live lead feed, WhatsApp conversation threads, proposal status, analytics dashboards, and escalation controls. Lirevon has delivered 27+ operator consoles for Gulf clients across procurement, real estate, retail, and healthcare verticals — each scoped and priced at $4,800 with a 2–4 week delivery.
AI AgentAn autonomous software entity that perceives its environment, makes decisions, and executes multi-step tasks without continuous human input. In a business context, AI agents can browse the web, read emails, update CRM records, draft proposals, and trigger WhatsApp messages—all in sequence. Gulf businesses use AI agents to automate entire sales workflows rather than just individual tasks.
Retrieval-Augmented Generation (RAG)A technique that combines a large language model (LLM) with a private knowledge base. When a user asks a question, the system retrieves relevant documents from the knowledge base, then feeds them to the LLM to generate a grounded, accurate answer. Used in AI operator consoles to let staff query internal pricing sheets, SOPs, or client records in natural language—in both Arabic and English.

Back to full glossaryExplore our services

Let's build

Need AI Proposal Generation for your business?

Our Lahore team delivers for businesses in Saudi Arabia, UAE, and across the Gulf. Fixed price, 2–4 week delivery, 30-day refinement.

Book a free audit Chat on WhatsApp