LIVEAI agents for WhatsApp, web, voice and Zoho
AI Agent Development Services and Chatbots That Do Real Work

Not demos, and not chatbots that hand you to a person on the second question. We build AI agents and assistants that answer customers, process data and run workflows inside the systems you already use.

Built by a Zoho Premium Partner that has been integrating business systems and automating workflows since 2013.

Claude, ChatGPT and GrokWired into Zoho and your APIsHuman handoff built in
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Linz Technologies
Zoho Premium Partner · CRM Partner of the Year 2026
Linz Technologies
Zoho Premium Partner · CRM Partner of the Year 2026
Linz Technologies
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LIVEAI agents for WhatsApp, web, voice and Zoho

AI Agent Development Services and Chatbots That Do Real Work

Not demos, and not chatbots that hand you to a person on the second question. We build AI agents and assistants that answer customers, process data and run workflows inside the systems you already use.

Built by a Zoho Premium Partner that has been integrating business systems and automating workflows since 2013.

Claude, ChatGPT and GrokWired into Zoho and your APIsHuman handoff built in
Linz Assistantonline, replies instantly
Hi, can your bot connect WhatsApp to our Zoho CRM?
Yes. Every WhatsApp chat becomes a lead in Zoho CRM, with the full conversation attached. How many people are in your sales team?
Around 40 users.
Got it, I’ve created your lead. I can book a 30-minute demo:Tue 11:00Wed 15:00
Wednesday works.
Booked. The calendar invite is on its way, and a consultant will call you before the demo.
Type a message
Knowledge base3 sources checked
Zoho CRMLead created, 40 users
CalendarDemo booked, Wed 15:00
Sales teamNotified with chat summary
Zoho Premium PartnerTop tier of Zoho’s partner programme
Partner of the YearCRM Solutions, Zoholics India 2026
50+ Zoho expertsCertified consultants and developers
Since 2013Integrating business systems

Chatbot or AI Agent?

Chatbot vs AI Agent: What’s the Difference?

Both talk to people. Only one finishes the job. Switch between them to see the same customer request handled two ways.

AI chatbots and assistants

Customer-facing or internal assistants that hold a real conversation, answer accurately from your own knowledge and hand off cleanly when a person is genuinely needed.

AI agents

Software that carries out multi-step tasks on its own: it pulls data, makes decisions within the rules you set, updates your systems and takes action, rather than only answering questions.

What makes either one useful

Both are only as good as their connection to your business: your CRM, your data, your workflows. That’s where our integration background matters.

ChatbotAI agent
Can I move my delivery to Friday? Order SO-1042.
Our team can reschedule deliveries up to 24 hours before dispatch. Please email your order number to our support team and they’ll get back to you within one business day.Chatbot: answers from the FAQ, then hands the work back to you.
Found order SO-1042 in Zoho Inventoryread
Friday 10:00 to 13:00 slot is freecheck
Within policy: more than 24 hours before dispatchrule
Delivery date updated to Fridaywrite
Confirmation sent on WhatsApp and emailnotify
Done. Your delivery is moved to Friday, 10:00 to 13:00. You’ll get a tracking link on the morning of delivery.AI agent: checks the systems, applies the rules, makes the change.

Illustrative example. Every action an agent takes is logged, and anything outside its rules goes to a person.

Inside an AI Agent

How an AI Agent Works

An agent runs a loop: it reads the request, plans the steps, acts in your systems and checks the result before it replies. Six parts make that reliable, and we design every one of them.

AI agentPERCEIVE
PLAN
ACT
CHECK
AI modelClaude, ChatGPT or Grok
KnowledgeYour documents (RAG)
Tools and APIsZoho, ERP, WhatsApp
MemoryContext and history
GuardrailsRules and permissions
Human handoffA person when needed

AI model

The reasoning engine. We pick the model per task, for accuracy, speed and cost.

Knowledge

Answers come from your own policies, price lists and manuals, with sources.

Tools and APIs

The agent can read and write in your systems, through APIs and MCP.

Memory

It remembers the customer, the conversation and earlier tickets.

Guardrails

Hard limits on what it may say and do, checked on every step.

Human handoff

Edge cases and high-value decisions go to your team, with full context.

Illustration of company documents being split into small pieces, stored in a knowledge base and used by an AI chatbot to answer with source references price-list.pdfwarranty-policy.docxAnswer grounded in 2 sources

Retrieval-Augmented Generation (RAG)

Chatbots That Answer From Your Own Knowledge

A generic chatbot guesses. Ours look things up first. We load your price lists, policies, product sheets and past tickets into a private knowledge base, and the assistant answers from those sources, showing where each answer came from.

Is the 2-year warranty included on the Pro plan?
Searching your documents

Yes. The Pro plan includes a 2-year warranty1, and it can be extended to 3 years for an annual fee2.

1warranty-policy.docx, section 22price-list.pdf, page 4
When the answer isn’t in your documents, it says so and offers a person, instead of making something up.
Update a document and the assistant knows about it, with no retraining.
Access follows your permissions, so internal assistants only see what each team should see.

What We Build

AI Agents and Chatbots We Build

AI agents that work like your best team member, built around your workflow rather than a template. As an AI chatbot development company and automation partner, we build these six most often.

Do you deliver to Sharjah?Yes, next day. Want a quote?Yes please

Customer service chatbots

On your website, WhatsApp or app, answering from your real knowledge base, capturing leads and booking appointments, 24 hours a day.

Website chatWhatsAppBookings
New enquiry, 40 usersBudget confirmed, timeline Q1HOT
Lead score86

Sales and lead qualification agents

Agents that ask the right questions, score the lead, create it in your CRM and hand hot prospects to a salesperson straight away.

Lead scoringZoho CRM
Leave policy for new joiners?

Internal AI assistants

Help your team find information, draft replies and policies, and cut manual work, using your own documents and data.

HR and policiesSales enablement
SupplierAl Noor LLCAmountAED 8,400Due30 Nov

Document processing agents

Agents that read invoices, forms and emails, extract the data, check it and route it into the right system.

InvoicesFormsEmail triageAI automation
LIVE CALL 00:42
“I’d like to book a service for Thursday.”

AI voice agents

Voice agents that answer calls, book appointments and qualify enquiries, then log every call and summary in your CRM.

Inbound callsCall summaries

Custom AI agents for Zoho

Agents built to your specific process and connected to Zoho CRM, Books, Desk and Creator, rather than dropped in from a template.

Zoho MCPCustom workflowsZoho implementation

Omnichannel

One AI Agent, Every Channel Your Customers Use

Build the brain once and use it everywhere. The same agent, with the same knowledge and rules, answers on your website, WhatsApp, Instagram and phone lines, and every conversation lands in one place in your CRM.

For WhatsApp we work with official Business API providers, so templates, opt-ins and message limits are handled properly from day one.

Website chatOn every page, in your brand
WhatsAppWhere your customers already are
InstagramReplies to DMs and comments
Facebook MessengerPage messages, answered instantly
Zoho SalesIQLive chat with bot and human handoff
Voice and phoneInbound calls and call-backs
Microsoft TeamsInternal assistant for your staff
EmailReads, sorts and drafts replies

Safe by Design

Guardrails, Logs and Human Handoff, Built In

The difference between a demo and an agent you can trust with customers is control. You see every step it takes, and it knows when to stop and ask a person.

agent-trace.log● live

09:41:02  user: "Refund my last order, it arrived damaged"

09:41:02  think: refund request, need order and photo evidence

09:41:03  tool: zoho_books.get_invoice(INV-2291)

09:41:03  result: AED 1,250, paid 02 Nov

09:41:04  guardrail: refunds above AED 500 need approval

09:41:04  tool: zoho_desk.create_ticket(priority=high)

09:41:05  handoff: sent to finance team with summary

09:41:05  reply: "I’ve raised this with our finance team..."

09:41:06  logged: run #4812, 6 steps, 4.1 s

Hard limits

Rules the agent cannot cross, such as refund amounts, discounts or topics it must not discuss.

Least-privilege access

Each agent gets only the data and actions it needs, with permissions set per app.

Human in the loop

Approvals for anything with financial or customer impact, and a clean handoff to your team.

Full audit trail

Every question, tool call and reply is logged, so you can review exactly what happened and why.

Tested before launch

We run the agent against real cases from your business and fix failures before it goes live.

Your data stays yours

Business-grade AI providers that don’t train on your data, and personal data handled with care.

Model-Agnostic

The AI Models and Tools We Build With

We’re not tied to one model or platform. We pick the right tool for each job, and can switch models later without rebuilding your agent.

Claude (Anthropic)

Our first choice for careful reasoning, long documents and agents that need to follow rules closely.

OpenAI ChatGPT

For conversation, content and multimodal tasks such as reading images and voice.

Grok

Where its speed and real-time knowledge fit the use case.

n8n

To orchestrate agent workflows and connect everything together, without per-task pricing.

Lovable

To build the apps, portals and interfaces around your AI.

Zoho AI (Zia) and the Zoho ecosystem

To embed AI directly into the Zoho apps we already implement, including Zoho’s MCP server.

The value isn’t the model. It’s knowing how to wire these into a working business solution, which is what we’ve done for Zoho clients since 2013. See our AI automation services for workflows that run without a chat window.

How We Work

Our AI Agent Development Process

Five steps, built around your goals rather than a vendor’s tools. You see the agent working on your own cases before it talks to a single customer. Timelines are typical for a first agent and depend on scope.

1

Discovery

We map the conversations and tasks worth handing to an agent, and the ones that aren’t.

Week 1
2

Design

We design the agent’s knowledge, tools, rules and handoff points, and choose the model.

Week 1 to 2
3

Build

We build the agent and connect it to your CRM, data and channels.

Week 2 to 4
4

Test and refine

We run it against real cases from your business and tune it until the answers hold up.

Before launch
5

Deploy and support

We launch, monitor the logs and keep improving it as your business changes.

Ongoing

Why Linz

Why an Automation Partner, Not Just an AI Agency

The market is full of new AI agencies. Anyone can wire up a chatbot demo. Making AI work inside a real business is an integration problem, and integration is what we’ve done since 2013.

An AI agent that isn’t connected to your CRM, your data and your workflows is a toy. One that reads from your systems, acts in them and fits your process is a genuine productivity gain. You can see the kind of work we do in our case studies, delivered by our teams in Chennai and Dubai.

Zoho Premium PartnerThe top tier of Zoho’s partner programme
Partner of the YearCRM Solutions, Zoholics India 2026
50+ Zoho expertsCertified consultants and developers
Chennai and DubaiIn-house teams, clients worldwide
Linz Technologies team receiving the CRM Solutions Partner of the Year award on stage at Zoholics India 2026
CRM Solutions Partner of the YearZoholics India 2026
Zoho Premium Partner badge

Linz Technologies is a Zoho Premium Partner, the highest tier in Zoho’s partner programme.

“AI agents are the same discipline we’ve practised for years: building software into the way a business actually runs. Only the tools are new.”

Abraham Kingslin, Managing Director, Linz Technologies

FAQ

AI Agent and Chatbot Development FAQ

What’s the difference between an AI chatbot and an AI agent?

A chatbot mainly answers questions. An AI agent can also take action: it looks things up in your systems, follows your rules, updates records and completes multi-step tasks. Many projects combine both, a conversational front end with an agent behind it.

Which AI model do you use, ChatGPT or Claude?

Whichever fits the task. We often use Claude for careful reasoning and rule-following, ChatGPT for conversation and multimodal work, and Grok where it suits the use case. Because we design the agent separately from the model, you can switch later without rebuilding.

Can the chatbot answer from our own documents?

Yes. We use retrieval-augmented generation (RAG): your documents go into a private knowledge base, and the assistant answers from them with source references. If the answer isn’t there, it says so and offers a person.

Can you build a WhatsApp chatbot connected to Zoho CRM?

Yes. We connect WhatsApp through official Business API providers so every conversation becomes a lead or contact in Zoho CRM, with the chat history attached and follow-ups assigned to the right person.

How do you stop an AI agent from making mistakes?

With guardrails: hard rules it cannot cross, limited permissions, approval steps for anything with financial or customer impact, and a full log of every step. We also test it against real cases from your business before launch.

Is our data safe?

We use business-grade AI providers that don’t train their models on your data, give each agent only the access it needs, and keep personal data handling in line with your policies.

How long does it take to build an AI agent?

A focused first agent, such as a website or WhatsApp assistant on your own knowledge base, typically takes a few weeks. Agents that act across several systems take longer. We scope it with you and give a clear plan first.

How much does AI agent development cost?

It depends on the channels, the systems it connects to and how much it needs to do. We scope it in a consultation and give you a clear written quote, either fixed price or time and materials. AI model usage is billed separately by the provider, and we estimate it upfront.

Do you also automate processes without a chat interface?

Yes. Many workflows don’t need a conversation at all. See our AI automation services, built on n8n, Claude and Zoho.

Book a Consultation

Put an AI Agent to Work in Your Business

Tell us which conversations and tasks eat your team’s time. We’ll show you what an agent can genuinely take over, what it shouldn’t, and how it connects to the systems you already run. Prefer email? Use our contact page.

Dubai: No 305A, 3rd Floor, Al Barsha Business Centre, Al Barsha 1
Chennai: 2nd Floor, 5/790, Kavimani St, Mogappair West, Chennai 600037

This page is reviewed by Abraham Kingslin, Managing Director, Linz Technologies.

Talk to Us About Your AI Project

Tell us about the conversations or tasks you’d like an agent to take over. We reply within one business day.

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