
- Agent roles, sales to finance
- 8
- Hand-off when unsure
- Human
- Where agents do the work
- In your tools
- Starting price
- From ₹50K
What are AI agents for business?
AI agents for business are software workers that handle tasks such as answering customers, qualifying leads, research and data entry inside your tools. WebMarv builds and runs them, and hands work to a person when judgment is needed.
- Part of
- Automation Engineering
- Best for
- Teams buried in repeat work
- Starts from
- ₹50K
- First step
- Free audit
Before and after
Sound familiar? Here is what AI Workforce Engineering changes.
Current Friction
WebMarv Architecture
Current FrictionYour team spends the day on repeat tasks.
WebMarv ArchitectureAI agents handle defined tasks inside your tools.
Current FrictionHiring more people for admin does not scale.
WebMarv ArchitectureYour people move to work that needs judgment.
Current FrictionYou tried AI tools but they don't fit your work.
WebMarv ArchitectureAgents built for your process, with a clear hand-off to a person.
What's included
What AI Workforce Engineering covers. Pick one piece or the whole set.
AI agents
- Sales agents
- Support agents
- Research agents
- HR agents
- Finance agents
- Operations agents
- Marketing agents
- Customer-success agents
Multi-agent systems
- Agent orchestration
- Agent-to-agent workflows
- Specialized AI workers
- Human and AI collaboration
AI assistants
- Employee copilots
- Executive assistants
- Knowledge assistants
- Internal support assistants
AI Workforce Engineering services
Need one thing? Go straight to it.
Autonomous AI Inbound Sales Agents
Autonomous AI sales agents act as tireless SDRs that engage inbound leads across website chat, email, and WhatsApp within seconds. WebMarv builds agents that research prospects, qualify budgets, answer technical questions, and book sales calls directly on rep calendars.
24/7 AI Customer Support Agents
AI customer support agents handle tier-1 support tickets autonomously by retrieving accurate answers from your knowledge base, checking order statuses via API, and processing routine requests. WebMarv achieves 60%+ automated ticket resolution while escalating complex edge cases to human reps.
AI Operations & Research Agents
AI operations and research agents automate complex back-office data collection, vendor comparison, competitive monitoring, and report drafting. WebMarv builds multi-step autonomous agents that browse the web, cross-reference databases, and deliver clean executive briefs.
How it works
Four steps. No guesswork.
- 01
Map the work
We find the repeat tasks worth automating and what each one costs you now.
- 02
Plan and quote
You see the workflow, the tools and where a person steps in, with a written quote.
- 03
Build and test
We build on your real data and test before anything goes live.
- 04
Measure
We track errors, cost and hours saved, and tune the system each month.
Is it a fit?
Right for you. Or not. We will say which.
A good fit if you are
- Teams buried in repeat work
- Companies that want an AI assistant for staff
- Leaders exploring AI agents
Not the right fit if
- The task changes every time and needs judgment at each step.
Pricing
What does it cost?
From ₹50K
Every solution is scoped around your business, complexity and the outcomes you need. We quote after a free audit.
SCOPE & PRICING DETERMINANTS
- 01How many workflows and channels
- 02How many systems we connect
- 03Call, message or document volume
Our promises
What you can count on.
Free audit first
We look at your current setup before we quote. There is no obligation to go ahead.
Price in writing
Scope, price and what you get are written down before any work starts.
You own the work
The code and content we build for you are yours. Ownership is in the agreement.
Straight answers
If an existing tool or a smaller fix will do, we tell you. Even when it is not a WebMarv project.
A person in the loop
Anything the AI should not decide goes to a person, with the full context attached.

Identify your biggest revenue leak in 30 minutes.
In your country
Local versions of this service. Hours, currency and rules for your market.
AI automation agency for Dubai: AI agents that do the work
For businesses in Dubai, Abu Dhabi, Sharjah.
AI automation agency for UK businesses
For businesses in London, Manchester, Birmingham.
AI agent automation and autonomous workflows for US teams
For businesses in New York, Austin, San Francisco.
AI automation and intelligent workflow engineering for Australian teams
For businesses in Sydney, Melbourne, Brisbane.
AI automation consulting and autonomous agents for Canadian enterprises
For businesses in Toronto, Vancouver, Calgary.
FAQ
AI Workforce Engineering questions
Not answered here? Ask us directly.
What is the difference between an AI agent and a chatbot?
A chatbot answers questions. An AI agent also takes actions: it updates your CRM, books meetings, drafts documents and follows a process across tools.
What is an AI agent?
An AI agent is software that understands a task, decides the next step and acts in your tools, with a person stepping in when needed.
Will it replace my staff?
The aim is to take repeat work off people so they handle the work that needs judgment.
What happens when the AI is unsure?
It hands the case to a person with the context attached.
How much does WebMarv charge for AI agent development?
WebMarv's AI agent development work is part of Automation Engineering, which starts from ₹50K. The final price depends on scope and is agreed in writing after a free audit.
How do I get started with AI agent development?
Book a free audit. We review your current setup, then send a written plan and quote. There is no obligation to go ahead.