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Customer Demo & Product Guide

MTS AI Agent Studio

Build. Deploy. Manage. Scale.

Your Enterprise AI Agent Platform

Version 2.4.0 | July 2026 | Confidential
Multi-LLM Support RAG Engine Marketplace Enterprise Ready

Table of Contents

01

Welcome & Introduction

What is MTS AI Agent Studio?

MTS AI Agent Studio is an enterprise-grade, multi-tenant SaaS platform that enables organizations to build, deploy, and manage AI-powered agents without writing complex infrastructure code. Whether you need a customer support bot, a document analysis assistant, or a fully autonomous workflow agent, our platform gives you the tools to bring it to life in minutes.

Fast Setup

Create and deploy your first AI agent in under 5 minutes with our intuitive wizard.

🌐

Multi-Provider

Choose from 7+ LLM providers including OpenAI, Claude, Gemini, DeepSeek, and more.

🔒

Enterprise Secure

Multi-tenant isolation, role-based access, audit logging, and SOC 2-ready architecture.

Who Is This For?

Enterprise Teams

Deploy AI agents across departments with centralized management and governance.

SaaS Companies

Embed AI capabilities into your product via our REST API and webhooks.

Startups & SMBs

Access enterprise-grade AI tools at a fraction of the cost with pay-as-you-go billing.

Developers & Builders

Use our API-first approach to build custom integrations and publish agents on the marketplace.

02

Key Features at a Glance

🤖

AI Agent Builder

Visual wizard to configure agent personality, capabilities, knowledge sources, and guardrails. No coding required.

💬

Multi-Turn Chat

Full-featured chat interface with conversation history, streaming responses, markdown rendering, and file attachments.

📚

RAG Engine

Upload PDFs, Word docs, or connect data sources. Agents answer questions grounded in your actual documents.

🌐

7+ LLM Providers

OpenAI, Anthropic Claude, Google Gemini, DeepSeek, Meta Llama, Mistral, xAI Grok, and local Ollama models.

📦

Agent Marketplace

Discover pre-built agents from the community. Publish your own agents and earn revenue.

🔗

REST API

Full programmatic access to all platform features. Generate API keys, manage agents, and query data via HTTP.

🛡

Multi-Tenancy

Complete organization isolation. Each tenant gets their own agents, data, billing, and user management.

📈

Analytics & Insights

Track token usage, conversation metrics, agent performance, and costs across your organization.

💰

Flexible Billing

Usage-based pricing, subscription plans, token quotas, and organization-level billing management.

03

Getting Started

Follow these steps to go from sign-up to your first AI agent in under 5 minutes.

1

Create Your Account

Visit the registration page and sign up with your email address. You'll receive a verification email to activate your account.

MTS

Create Account

Start your free trial

John Doe
john@company.com
••••••••
Acme Corp
Create Free Account
2

Set Up Your Organization

Create or join an organization. The organization workspace isolates your agents, data, and billing from other tenants.

MTS AI Agent StudioAdmin
■ Dashboard
■ Agents
■ Users
■ Organizations
■ Billing

Organizations

+ New
OrganizationMembersPlanStatus
Acme Corp24ProfessionalActive
TechStart Inc8StarterActive
3

Configure Your LLM Provider

Navigate to Settings > LLM Providers and add your API key for at least one provider (e.g., OpenAI, Claude, or Gemini). This powers your AI agents.

Tip: You can configure multiple providers and let each agent choose its preferred model. We support OpenAI (GPT-4o, GPT-4.1), Anthropic Claude (Sonnet, Opus), Google Gemini, DeepSeek, Llama, Mistral, Grok, and local Ollama models.

4

Create Your First Agent

Go to Agents > New Agent. Give your agent a name, description, system prompt, and select its LLM provider and model. Optionally upload documents for RAG-powered responses.

1 Create New Agent
Customer Support Agent
Handles tier-1 customer queries
OpenAI
0.7
4096
You are a helpful customer support agent for Acme Corp...
Next: Knowledge Base →
Save Draft
5

Start Chatting

Navigate to the Chat page, select your new agent, and start a conversation. Your agent is live and ready to help!

Conversations+
Help with billing
Can you explain my invoice?
API integration
How to authenticate?
New agent setup
Step by step guide
CS
Customer Support Bot
● Online
Hi! How can I help you today?
10:30 AM
What plans do you offer?
10:31 AM
We have 3 plans:
Starter (₹1,499/mo) - 1 agent, 500 queries
Professional (₹4,999/mo) - 5 agents, 5K queries
Enterprise (₹14,999/mo) - Unlimited

Which interests you?
10:31 AM
Type your message...
04

Dashboard Overview

Your dashboard provides a real-time overview of your AI agents, usage, and organization health.

MTS AI Agent StudioDashboard
■ Dashboard
■ Agents
■ Chat
■ Knowledge Base
■ Settings

Welcome back, Admin

10
Total Agents
↑ 2 new
30
Conversations
↑ 12.3%
24.8K
Messages (30d)
↑ 8.7%
99.7%
Uptime
↑ 0.1%
Recent Activity
💬 New conversation with Support Bot
⚡ Agent "Sales Helper" updated
📂 3 docs uploaded to KB
Top Agents
Support Bot14,231
Sales Helper11,892
HR Agent8,456

Key Metrics Widgets

  • Total agents created and active
  • Conversations today / this month
  • Token usage breakdown by model
  • Cost estimate and budget alerts
  • Team member activity

Quick Actions

  • Create new agent (one-click wizard)
  • Start a new chat session
  • Upload documents to knowledge base
  • View billing and usage reports
  • Invite team members
05

AI Agent Builder

The Agent Builder is a visual, no-code wizard that lets you configure every aspect of your AI agent's behavior and capabilities.

AI Agents

+ New Agent
🔍 Search agents...
CS
Customer Support Bot
Handles tier-1 queries • OpenAI GPT-4o
Active
SH
Sales Helper
Lead qualification • Claude Sonnet
Active
HR
HR Policy Agent
Employee onboarding • GPT-4.1-mini
Active
MK
Marketing Writer
Blog posts & social content • Claude Opus
Draft

Agent Configuration Options

Setting Description Example
Agent NameDisplay name for identification"Customer Support Bot"
DescriptionPurpose of the agent"Handles tier-1 customer queries"
System PromptInstructions that define agent behavior"You are a helpful support agent..."
LLM ProviderWhich AI model powers the agentOpenAI GPT-4o, Claude Sonnet
TemperatureCreativity vs. precision (0.0-1.0)0.7 for creative, 0.1 for precise
Max TokensResponse length limit2048, 4096, 8192
Knowledge SourcesDocuments for RAG-powered answersPDFs, Word docs, web URLs
GuardrailsContent filters and restrictionsNo PII disclosure, no medical advice

Agent Types

Standard

General-purpose conversational agent with optional RAG. Best for most use cases.

Specialist

Domain-tuned agent with deep knowledge in a specific area. Uses specialized system prompts.

Autonomous

Multi-step workflow agent that can plan, execute, and iterate on complex tasks.

06

Chat Interface

The chat interface is where your AI agents come to life. It supports multi-turn conversations with streaming responses, rich formatting, and context management.

Conversations+
Help with billing
Can you explain my invoice?
API integration
How to authenticate?
New agent setup
Step by step guide
CS
Customer Support Bot
● Online
Hi! How can I help you today?
10:30 AM
What plans do you offer?
10:31 AM
We have 3 plans:
Starter (₹1,499/mo) - 1 agent, 500 queries
Professional (₹4,999/mo) - 5 agents, 5K queries
Enterprise (₹14,999/mo) - Unlimited

Which interests you?
10:31 AM
Type your message...

Chat Features

  • Streaming responses — See answers as they're generated in real-time
  • Markdown rendering — Code blocks, tables, lists, and rich text
  • Conversation history — All past sessions saved and searchable
  • Multiple conversations — Open several tabs with different agents
  • File attachments — Upload images and documents for analysis

Agent Switching

  • Quick switcher — Change agents mid-conversation
  • Agent selector — Browse available agents in your organization
  • Context carryover — New agent gets full conversation context
  • Conversation naming — Auto-generated titles, editable
07

LLM Provider Integration

MTS AI Agent Studio supports 7+ leading LLM providers. Configure API keys at the organization level and assign different models to different agents based on your needs.

Provider Models Available Best For Status
OpenAIGPT-4o, GPT-4.1, GPT-4.1-miniGeneral-purpose, code generationActive
AnthropicClaude Sonnet 4, Claude Opus 4Long documents, analysis, writingActive
GoogleGemini 2.5 Pro, Gemini 2.5 FlashMultimodal, large context windowsActive
DeepSeekDeepSeek-R1, DeepSeek-V3Cost-effective, reasoning tasksActive
MetaLlama 3.3, Llama 4Open-source, self-hosted optionsActive
MistralMistral Large, Mistral SmallEuropean data residency, multilingualActive
xAIGrok-3, Grok-3 MiniReal-time data, reasoningActive
OllamaLlama, Mistral, Phi (local)On-premise, air-gapped, privacyOptional

How Provider Selection Works

Organization Level

Admins configure API keys and set default providers for the entire organization.

Agent Level

Each agent is assigned a specific provider and model based on its use case.

Fallback Chain

If a provider is down, agents can automatically fall back to an alternate model.

08

RAG & Knowledge Base

Retrieval-Augmented Generation (RAG) allows your agents to answer questions based on your actual documents, not just their training data. Upload PDFs, Word documents, text files, or connect to data sources, and your agents will ground their responses in real information.

Knowledge Base

+ Upload Documents
📥

Drag & drop files here

PDF, DOCX, TXT, MD • Max 50MB

Uploaded Documents
DocumentSizeChunksStatus
📄Product-Manual.pdf
4.2 MB342Indexed
📝FAQ-2026.docx
1.1 MB128Indexed
📋Pricing-Policies.txt
0.3 MB45Processing

Supported Document Types

📄

PDF

.pdf files

📝

Word

.docx files

📋

Text

.txt, .md files

🌐

Web URL

Scrape & ingest

How It Works

1

Upload Documents

Drag-and-drop or browse to upload files to your organization's knowledge base.

2

Automatic Processing

Documents are automatically chunked, embedded, and indexed into the vector database (Qdrant).

3

Agent Integration

Assign knowledge sources to specific agents. When a user asks a question, the agent searches relevant documents first.

4

Grounded Answers

Responses include citations and source references, so users can verify the information.

09

Agent Marketplace

The Agent Marketplace is a curated catalog of pre-built AI agents that you can install with one click. Browse by category, read reviews, and deploy proven solutions instantly.

Agent Marketplace

🔍 Search agents...
AllSupportSalesHRLegal
CS
Customer Support Pro
by MedAI Corp

HIPAA-compliant patient intake and routing.

$49/mo★★★★★ (203)
SL
Sales Lead Qualifier
by SalesForce AI

Auto-qualify leads and book demos.

$79/mo★★★★★ (156)
HR
HR Onboarding Bot
by PeopleFirst

Guides new hires through onboarding.

$39/mo★★★★★ (98)

For Buyers

  • Browse agents by category (Support, Sales, HR, Legal, etc.)
  • Read ratings and reviews from other organizations
  • Install agents with one click — no configuration needed
  • Try free demos before committing to paid agents
  • Fork and customize marketplace agents for your needs

For Publishers

  • Publish your agents and reach thousands of organizations
  • Set pricing: free, freemium, or paid (subscription/one-time)
  • Track installs, usage, and revenue analytics
  • Manage versions and release updates
  • Build your brand and reputation in the AI ecosystem

Marketplace Categories

Customer Support

Ticket routing, FAQs, escalation

Sales & CRM

Lead scoring, outreach, proposals

HR & Onboarding

Employee handbook, policy Q&A

Legal & Compliance

Contract review, policy analysis

Healthcare

Patient intake, triage support

Education

Tutoring, quiz generation

Finance

Expense analysis, forecasting

Developer Tools

Code review, documentation

10

REST API & Integrations

MTS AI Agent Studio provides a comprehensive REST API that allows you to programmatically manage agents, chat, knowledge bases, and billing. Integrate AI capabilities into your existing applications, workflows, and tools.

API Highlights

Authentication

All API requests are authenticated using Bearer tokens (Laravel Sanctum). Generate API keys from the Settings page.

curl -X POST https://api.example.com/chat \
  -H "Authorization: Bearer your-api-key" \
  -H "Content-Type: application/json" \
  -d '{"agent_id": 1, "message": "Hello!"}'

Key Endpoints

  • GET /api/agents — List all agents
  • POST /api/agents — Create new agent
  • POST /api/chat — Send chat message
  • GET /api/documents — List knowledge base docs
  • POST /api/documents/upload — Upload document
  • GET /api/usage — Usage statistics
  • GET /api/billing — Billing information

Integration Examples

Embed Widget

Add a chat widget to your website with a single script tag. Visitors can chat with your agent directly.

Webhook Events

Receive real-time notifications when conversations start, messages are sent, or agents need human escalation.

SDK & Libraries

Official client libraries for Python, Node.js, and PHP. Install via pip, npm, or composer.

11

Billing & Plans

MTS AI Agent Studio offers flexible billing options designed to scale with your usage. Pay only for what you use, or choose a subscription plan for predictable costs.

Pricing Plans

Starter

Perfect for individuals and small teams getting started with AI agents

₹1,499/mo

or ₹1,499/mo · Save 33%

or ₹11,999/yr · Save 33%

1

Products

1

Users

0

WhatsApp/Day

500

AI Queries/Day

  • ✓ 1 AI Agent
  • ✓ 500 AI Queries/month
  • ✓ 1 User Seat
  • ✓ Dashboard & Chat Interface
  • ✓ 1 LLM Provider
  • ✓ Basic RAG (100 documents)
  • ✓ Email Support
Most Popular

Professional

For growing businesses that need multiple agents and team collaboration

₹4,999/mo

or ₹4,999/mo · Save 33%

or ₹39,999/yr · Save 33%

5

Products

5

Users

0

WhatsApp/Day

5,000

AI Queries/Day

  • ✓ 5 AI Agents
  • ✓ 5,000 AI Queries/month
  • ✓ 5 User Seats
  • ✓ Agent Marketplace Access
  • ✓ 3 LLM Providers
  • ✓ Advanced RAG (1,000 documents)
  • ✓ Multi-Agent Orchestration
  • ✓ Priority Support
  • ✓ API Access

Enterprise

For organizations requiring unlimited scale and enterprise-grade features

₹14,999/mo

or ₹14,999/mo · Save 33%

or ₹119,999/yr · Save 33%

Unlimited

Products

Unlimited

Users

0

WhatsApp/Day

Unlimited

AI Queries/Day

  • ✓ Unlimited AI Agents
  • ✓ Unlimited AI Queries
  • ✓ Unlimited User Seats
  • ✓ Full Marketplace Access
  • ✓ All LLM Providers
  • ✓ Unlimited RAG Documents
  • ✓ Custom Agent Development
  • ✓ White-Label Options
  • ✓ Dedicated Account Manager
  • ✓ SLA & 24/7 Support
  • ✓ Custom Integrations
  • ✓ On-Premise Deployment

Usage-Based Add-Ons

ResourceStarterGrowthEnterprise
Extra Messages$0.005/message$0.003/messageCustom
Extra Storage (GB)$5/GB/mo$3/GB/moCustom
Extra Team Members$5/member/mo$3/member/moCustom
Marketplace Publishing$29/agent/mo$19/agent/mo
12

Security & Compliance

Enterprise-grade security is at the core of every layer of the platform. Your data, your agents, and your conversations are protected by industry-leading security practices.

🔒 Data Isolation

Multi-tenant architecture ensures complete data isolation between organizations. Your data is never mixed with other tenants.

🔐 Encryption

TLS 1.3 in transit, AES-256 at rest. API keys and secrets are encrypted with application-level encryption.

👥 Role-Based Access

Fine-grained RBAC with Super Admin, Org Admin, Manager, Member, and Viewer roles. Control who sees what.

📑 Audit Logging

Every action is logged with user identity, timestamp, and details. Full audit trail for compliance and forensics.

🛡 API Security

Token-based authentication (Sanctum), rate limiting, CORS policies, and request validation on all endpoints.

📂 Data Residency

Choose where your data lives. Cloud regions (US, EU, Asia) or fully on-premise for maximum control.

Compliance Readiness

SOC 2 Type II Ready GDPR Compliant HIPAA Ready (Enterprise) ISO 27001 Path
13

Deployment Options

Deploy MTS AI Agent Studio in the way that best fits your organization's infrastructure and compliance requirements.

☁️

Cloud (SaaS)

Fully managed by MTS. Zero infrastructure overhead. Start in minutes.

Recommended for most teams
🖥️

On-Premise

Deploy in your own data center. Full control over data and network.

Best for regulated industries
🔀

Hybrid

Control plane in cloud, data plane on-premise. Best of both worlds.

Enterprise flexibility

Infrastructure Requirements

ComponentMinimumRecommended
CPU2 vCPUs4+ vCPUs
RAM4 GB8+ GB
Storage20 GB SSD100+ GB SSD
DatabaseMySQL 8.0 / MariaDB 10.4+MySQL 8.0+
PHP8.2+8.3+
Vector DBOptional (Qdrant)Qdrant for RAG
14

Platform Comparison

See how MTS AI Agent Studio compares to other AI agent platforms in the market.

Feature MTS AI Agent Studio Competitor A Competitor B
Multi-LLM Support7+ providers2-3 providers1-2 providers
RAG Engine✓ Built-in✗ Add-on
Multi-Tenancy✓ Native
Agent Marketplace
REST API✓ Full✓ Limited
Self-Hosted Option
On-Premise LLM✓ Ollama
Streaming Responses
Role-Based Access✓ 5 roles✓ 3 roles
Usage Analytics✓ Detailed✓ Basic
Open Source Core✓ Laravel
15

FAQ & Support

Frequently Asked Questions

How long does it take to set up the platform?
Most organizations are up and running within 5-15 minutes. Create an account, configure your first LLM provider (one API key), and create your first agent. For enterprise deployments with custom infrastructure, our team provides white-glove onboarding.
Do I need my own OpenAI/Anthropic API key?
Yes. MTS AI Agent Studio is a platform — you connect your own LLM provider accounts. This gives you full control over billing, rate limits, and data policies. We never store or use your API keys for anything other than proxying requests on your behalf.
Can I migrate from another platform?
Yes. We provide import tools for migrating agents, knowledge bases, and conversation history from popular platforms. Our support team can assist with complex migrations.
Is my data used to train AI models?
Absolutely not. Your data is your own. We never use your conversations, documents, or agent configurations to train any models. LLM providers (OpenAI, etc.) have their own data policies — we can help you configure zero-retention modes.
What happens if a provider goes down?
Our platform supports automatic provider failover. If your primary LLM provider is unavailable, agents can automatically fall back to an alternate provider you've configured. You can set up fallback chains in the agent settings.
Do you offer volume discounts?
Yes. Enterprise plans with usage above 1M messages/month receive significant volume discounts. Contact our sales team for a custom quote.

Ready to Get Started?

Contact our team for a personalized demo or start your free trial today.

📧 sales@mtsaiagentstudio.com 💻 Request a Demo
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MTS AI Agent Studio © 2026 MTS. All rights reserved.

Confidential — For authorized recipients only.