AI Agents & LLMs

AI agents that actually ship.

WhatsApp, Telegram, and web agents powered by Claude, GPT-4, and Gemini. Vision-enabled, multilingual, CRM-integrated — built for real customers in the US, UK, Canada, and Australia.

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50+ production agents live · 1000+ verified client reviews

50+

Agents in production

3×

Avg. lead-to-booking lift

<30s

Response time, 24/7

4–6 wk

Typical production build

What we build

Production agents across sales, support, documents, and autonomous workflows — wired into your stack.

Sales & Concierge Agents

24/7 multilingual, vision-enabled product search, books meetings, qualifies leads — on WhatsApp, web, or Telegram.

Support Agents

Handle tier-1 support, route escalations with full context, integrated with your ticketing system and knowledge base.

Document Intelligence

Extract structured data from PDFs, contracts, invoices, and certificates — into your CRM or warehouse automatically.

Autonomous Workflows

Multi-step agents in n8n that trigger, decide, and act — syncing inventory, updating records, notifying teams.

Channels we deploy on

Meet customers where they already message — one agent brain, every surface.

Wati or Cloud API. Sales, support, and booking flows for e-commerce, luxury, and hospitality.

Concierge bots for crypto, travel, and high-touch B2B with file and image support.

Web chat

Embedded widgets on Shopify, WordPress, or custom sites — same memory as WhatsApp.

Slack & internal

Ops assistants that query warehouses, trigger automations, and summarize tickets.

How we build production agents

Same rigor as our BI and pipeline work — scoped, monitored, documented.

Discovery

Map channels, languages, CRM, escalation rules, and success metrics in a 30-min call.

Architecture

Pick LLM (Claude / GPT-4 / Gemini), memory store, tools, and orchestration (n8n, Make, Python).

Build & test

Prompt engineering, vision flows, CRM wiring, human handoff — tested on real message samples.

Ship & monitor

Go live with logging, drift alerts, and Kaizen tuning — not a one-off demo handover.

Tech stack

The models and infrastructure behind 50+ live agents.

Claude 3.5 GPT-4o Gemini 1.5 OpenAI Vision Wati WhatsApp Cloud API Telegram n8n Supabase Pinecone HubSpot Make.com

Case study

Maya — WhatsApp AI sales agent for a luxury diamond brand

24/7 multilingual sales on WhatsApp. Vision-enabled to read ring sketches and certificate photos. Books showroom visits, qualifies leads, hands off hot ones to humans — powered by Claude, Make.com, Wati, and Supabase.

OpenAI Vision Make.com Wati Supabase

3× lead-to-booking conversion

First 90 days, with zero added headcount

Read the full Maya case study →

Production AI agents vs. chatbot demos

VisualizExpert builds production AI agents — software that runs 24/7 on WhatsApp, Telegram, and web, powered by Claude, GPT-4, and Gemini. Unlike no-code chatbot demos, our agents include structured memory, CRM integration, vision for images and PDFs, multilingual replies, human escalation, and monitoring.

Who hires us for AI agent development?

E-commerce & DTC brands — product questions, order status, returns on WhatsApp
Luxury retail — vision-enabled sales, showroom booking, multilingual concierge
Hospitality — guest messaging, upsells, and ops handoff to PMS/CRM
B2B services — lead qualification, document extraction, meeting booking

Where we work

Remote-first team serving clients in the United States, United Kingdom, Canada, Australia, UAE, and Singapore. Fixed-price projects or Kaizen retainers — same engagement models as our BI and automation work.

What you get at launch

Documented agent architecture and prompt playbook
CRM / warehouse integration (HubSpot, Salesforce, Supabase, custom APIs)
Error alerts and conversation logging
Training for your team on handoff and tuning

AI Agent FAQs

How long to build an AI agent? ⌄

A scoped MVP agent (single channel, defined flows) typically ships in 2–3 weeks. Full production agents with CRM integration, vision, multilingual support, and monitoring usually take 4–6 weeks depending on complexity.

Which LLMs do you use and how do you pick? ⌄

We use Claude 3.5, GPT-4o, and Gemini 1.5 based on your use case — latency, cost, vision needs, and language coverage. Sales and concierge agents often use Claude or GPT-4o; high-volume support may use a hybrid with intelligent routing.

Can it integrate with our CRM? ⌄

Yes. We integrate with HubSpot, Salesforce, Pipedrive, Supabase, and custom APIs — logging conversations, qualifying leads, booking meetings, and handing off hot prospects to your team with full context.

Do you host it or do we? ⌄

Both. We can host on our managed stack (VPS + n8n + Supabase) with monitoring included, or deploy into your cloud (AWS, GCP, Azure) with full documentation so your team owns it long-term.

What channels can AI agents run on? ⌄

WhatsApp (Wati or Cloud API), Telegram, web chat widgets, Slack, and custom apps. We deploy where your customers already message.

What’s the difference between a chatbot demo and a production agent? ⌄

Demos answer FAQs from a static script. Production agents have memory, tool use, CRM hooks, vision, escalation rules, and monitoring — built to run 24/7 with real customers.

Start your AI agent project

Tell us about your channel, use case, and tools. We reply within one business day.

View our engagement models → or request a discovery call below.