10 Best Multilingual Chatbots and Voice Agents for 24/7 Support | 2026

Looking to support customers in multiple languages without hiring a global team? In this 2026 edition, we’ve shortlisted the ten best multilingual chatbots that help businesses automate customer support, scale globally, and deliver personalized experiences, no matter the language.

Top 10 Multilingual Chatbots and Voice Agents for 2026

Let’s explore each multilingual chatbot provider’s core services, features, pros and cons, and pricing. 

1. Crescendo.ai

Languages Supported: Over 50 languages, including English, Spanish, French, Mandarin, Hindi, Dutch, Chinese, Italian, German, Greek, Japanese, Arabic, Urdu, Filipino, and many others. 

Core services offered in multiple languages: 

• Multilingual AI chat assistants: Crescendo.ai’s next-gen AI live chat assistants (an upgraded version of multilingual chatbots) chat with customers and solve their queries instantly in the customers’ preferred language. 
• Multilingual voice support: The AI voice assistant is able to talk to customers in multiple languages with native fluency and provide 24/7 support.
• Email ticketing support: Its powerful AI automatically replies to the email tickets in whichever language the customers have sent the email.
• Knowledge-base management: If support staff or AI assistants need to share knowledge base articles with customers for further assistance or self-service, Crescendo.ai can automatically translate and deliver these articles in the customer's preferred language.
• Multilingual reports: Crescendo.ai can generate detailed reports, CSAT calculations, sentiment analysis, conversation summaries, improvement recommendations, category analysis, and other insights in multiple languages as well. 
• BPO service in multiple languages: Crescendo.ai has a team of skilled global support representatives (from the PartnerHero acquisition) that you can use as your extended team to provide multilingual support. 
  

Ideal for: Any company looking for a hybrid 24/7 all-in-one customer support in multiple languages with AI agents and human support reps. Best for businesses that don't have a dedicated team for integrating AI into support system and need AI agent onboarding and maintenance services with a dedicated AI deployment engineer (AIDE).

Strengths: 

• Comprehensive multilingual support in six core areas. 
• Complimentary BPO services with real support representatives on a global scale.
• A dedicated AI deployment engineer (AIDE).
• Omnichannel support and knowledge-base management. 
• Services from QA experts and compliance specialists are covered in the pricing. 
• Advanced analytics and reports.

Weaknesses: 

• It doesn’t offer social media support (Facebook/Instagram DMs).
• Not suitable for micro startups having less than 1,000/support tickets per year.

Pricing:

$1.25/resolution + a fixed monthly fee for deployment and ongoing training and maintenance.

2. Forethought.ai

Languages Supported: 30+ languages. Core AI features are primarily optimized for English, with expanding multilingual capabilities under development.

Also check out chatbot comparison: Forethought.ai vs. Crescendo.ai 

4 Core services offered (language support may be limited):

• AI-powered multilingual chatbots (Solve): Forethought’s Solve AI automatically handles repetitive customer queries using generative AI. While it delivers fast resolutions, multilingual capabilities are not a standout feature yet.
• Email ticketing automation (Triage): Forethought’s Triage tool categorizes and routes tickets efficiently, primarily operating in English, with early support for some major languages.
• Agent Assist (Assist): While agents get real-time suggestions and relevant knowledge base links, translation features are not natively emphasized.
• Knowledge base search (Discover): Forethought enhances self-service by surfacing answers directly from the help center, but without automatic multilingual delivery.

Ideal for: Mid to large-sized enterprises seeking faster ticket resolution through automation and AI-driven productivity tools, especially in English-dominant customer bases.

Strengths:

• Seamless integration with existing help desks (e.g., Zendesk, Salesforce).
• AI tools like Solve, Triage, and Assist streamline agent workflows and reduce resolution time.
• Strong focus on agent productivity and deflection of low-value tickets.
  Backed by robust generative AI capabilities.
  

Weaknesses:

• Limited native multilingual support compared to competitors.
• No real human support services bundled.
• No voice assistant or 24/7 human backup layer.
• Primarily focused on English-language markets.
• No clear per-resolution pricing model; pricing is custom and may scale steeply with usage.

Pricing: Custom pricing based on usage volume and feature sets. Typically charged per agent per month, with AI module add-ons. No per-resolution pricing or bundled human support.

3. Intercom

Languages Supported: Over 40 languages, including English, French, Spanish, German, Portuguese, Italian, Dutch, Japanese, and more.

5 Core services offered in multiple languages:

• Multilingual chatbots (Fin): Intercom’s Fin chatbot is powered by OpenAI and trained on your help center. It supports multilingual conversations, automatically responding in the customer’s language.
  
• Live chat & messaging: Intercom’s messenger interface supports multilingual interactions, allowing agents and bots to switch between languages seamlessly.
  
• Email & ticketing support: Email conversations can be handled in different languages, with automated workflows and routing available.
  
• Help center & knowledge base: Help articles can be created in multiple languages, and customers are shown the correct version based on browser settings or preferences.
  
• Agent Assist & macros: Intercom offers tools to assist human agents during live chats, but translations and suggestions are language-dependent and require manual setup for multilingual macros.
  

Ideal for: Startups, SaaS companies, and high-growth teams looking to unify live chat, automation, and email into a single, visually appealing, user-friendly support solution.

Strengths:

• Sleek, customizable messenger interface for in-app and web support.
  
• Strong multilingual capabilities across chat, bots, and help centers.
  
• Combines marketing, sales, and support tools into one platform.
  
• Pre-built workflows, automation, and integrations with CRMs and product tools.
  
• AI chatbot (Fin) is included in higher-tier plans and improves rapidly over time.
  

Weaknesses:

• Human support representatives are not provided by Intercom.
  
• Complex pricing with multiple add-ons for AI, automation, and analytics.
  
• Voice support is not natively included.
  
• Setup and customization for multilingual macros and flows may require technical support.
  
• No 100% managed onboarding like Crescendo.ai offers.
  

Pricing: Tiered pricing based on seats, with additional charges of $0.99 per resolution for AI chatbot (Fin), advanced automation, and product tours. Here are the pricing details. While the per resolution price looks cheap, the per seat/agent rates with many paid add-ons makes it quite

4. Haptik

Languages Supported: Over 135 languages, including English, Hindi, Gujarati, Tamil, Bengali, Marathi, Arabic, Spanish, French, and mixed languages like Hinglish and Spanglish. 

6 Core Services Offered in Multiple Languages:

• AI Chatbots: Haptik's multilingual chatbots, powered by their Linguist Pro module, deliver human-like conversations in the user's preferred language. They support automatic language detection and seamless switching between languages.
• Voice Assistants: Haptik offers voice-first AI agents capable of understanding and responding in multiple languages, providing natural and intuitive voice interactions. 
• Email Ticketing Support: While Haptik primarily focuses on chat and voice channels, it integrates with existing helpdesk systems to route and manage email tickets, ensuring consistent support across channels.​
• Knowledge Base Management: Haptik's AI can interface with your existing knowledge base to provide accurate answers in multiple languages. However, it requires manual addition of responses in each supported language, as it doesn't auto-translate content.
• Multilingual Insights: Through its analytics dashboard, Haptik provides insights into customer interactions across different languages, helping businesses understand and improve multilingual customer experiences.​
• Omnichannel Support: Haptik enables businesses to deploy AI assistants across various platforms, including WhatsApp, Facebook Messenger, web, and mobile apps, ensuring consistent multilingual support wherever customers are.​
  

Ideal for: Enterprises and businesses aiming to provide scalable, multilingual customer support across various digital channels, especially those targeting diverse linguistic markets.​

Strengths:

• Extensive multilingual support, including regional dialects and mixed languages. ​
• Advanced AI capabilities with natural language understanding tailored for diverse languages.
• Seamless integration across multiple digital platforms for omnichannel support.​
• Customizable AI agents that can be tailored to specific business needs and languages.​
  

Weaknesses:

• Manual effort required to input responses in each supported language, as there's no automatic translation feature. 
• Limited emphasis on email ticketing support compared to chat and voice channels.​
• Lack of bundled human support services; businesses need to manage human support separately.​
  

Pricing: Gated pricing. Haptik offers custom pricing based on specific business requirements. Interested businesses should contact Haptik directly for a detailed quote.

5. Freshchat

‍Languages Supported: Freshchat supports over 50 languages, including English, Hindi, Gujarati, Tamil, Bengali, Marathi, Arabic, Spanish, French, German, Japanese, Korean, Chinese (Simplified and Traditional), and mixed languages like Hinglish and Spanglish. ​

6 Core Services Offered in Multiple Languages:

• AI multilingual Chatbots (Freddy Self-Service): Freshchat's AI-powered bots can be configured in multiple languages, allowing businesses to provide automated support that resonates with a global audience. ​
  
• Live Chat & Messaging: The platform enables real-time conversations in various languages, ensuring that customers receive support in their preferred language.
  
• Email Ticketing Support: While Freshchat primarily focuses on chat-based interactions, it integrates seamlessly with Freshdesk to manage email tickets, facilitating multilingual email support. ​
  
• Knowledge Base Management: Businesses can create and manage FAQs and help articles in multiple languages, providing self-service options that cater to diverse customer bases.
  
• Multilingual Insights: Freshchat offers analytics and reporting tools that help businesses gain insights into customer interactions across different languages, aiding in performance evaluation and strategy formulation. ​
  
• Omnichannel Support: Freshchat supports various communication channels, including web chat, mobile apps, WhatsApp, Facebook Messenger, and more, all with multilingual capabilities. ​
  

Ideal for: Businesses aiming to provide comprehensive, multilingual customer support across multiple channels, especially those looking to integrate chatbots and live chat into their customer service strategy.​

Strengths:

• Extensive multilingual support across various customer touchpoints.​
  
• Seamless integration with other Freshworks products, enhancing overall customer support capabilities.​
  
• User-friendly interface with robust analytics and reporting tools.​
  
• Flexible deployment across multiple platforms and devices.​
  

Weaknesses:

• Some advanced features, like AI-powered bots, are available only in higher-tier plans.​
  
• Initial setup and configuration for multilingual support may require additional time and resources.​
  

Pricing:

• Free Plan: $0/month for up to 10 agents, offering basic chat functionalities.​
  
• Growth Plan: $19/agent/month (billed annually), includes additional channels and 2,000 bot sessions.​
  
• Pro Plan: $49/agent/month (billed annually), offers advanced features like custom dashboards and multiple SLA policies.
  
• Enterprise Plan: $79/agent/month (billed annually), includes skills-based assignments and enhanced security features.
  

6. Sendbird

Languages Supported: 30+ languages, including English, Spanish, French, German, Portuguese, Korean, Japanese, Chinese, Arabic, and more.

5 Core services offered in multiple languages:

• Multilingual AI chatbots: Sendbird AI agents can be trained on your FAQs, help center, and product documentation to automatically respond in the customer’s preferred language across web and mobile apps.
• Live chat & in-app messaging: Supports real-time multilingual conversations in chat, in-app messaging, and community-style interfaces with language detection and routing.
• Omnichannel messaging APIs: Businesses can build multilingual chat experiences across web, mobile apps, and messaging platforms using Sendbird’s APIs and SDKs.
• Conversation moderation & automation: Automated workflows, intent detection, and moderation tools support multilingual conversations at scale.
• Agent dashboard & collaboration tools: Human agents can assist conversations, collaborate internally, and manage multilingual queues, though translation workflows may require third-party integrations.

Ideal for:
Mid-market and enterprise companies building custom chat, in-app messaging, or community-driven support experiences that need scalable multilingual messaging infrastructure.

Strengths:

• Powerful APIs and SDKs for building fully customized multilingual chat experiences.
• Strong performance for high-volume, real-time conversations.
• Flexible deployment across web, mobile apps, and in-product messaging.
• Supports AI automation alongside human agent workflows.
• Trusted by large-scale apps and global platforms.

Weaknesses:

• Requires engineering resources for setup and customization.
• AI chatbot capabilities are not fully plug-and-play out of the box.
• No built-in human support outsourcing or managed agents.
• Voice and phone-based support are not core offerings.
• Onboarding and ongoing optimization are largely self-managed.

Pricing:
Custom pricing based on usage, message volume, and features. Costs can scale quickly for high-traffic applications, and AI or automation features may require additional configuration and third-party services.

7. Ada

Languages Supported: 50+ languages, including English, Spanish, French, German, Portuguese, Italian, Dutch, Japanese, Korean, Arabic, and more.

5 Core services offered in multiple languages:

• Multilingual AI chatbot: Ada’s AI chatbot automatically detects and responds in the customer’s language, using knowledge from your help center, APIs, and business rules.
• Automated customer self-service: Resolves common support queries like order status, refunds, account issues, and FAQs in multiple languages without human intervention.
• Live agent handoff: When automation can’t resolve an issue, conversations are routed to human agents while preserving language context.
• Knowledge base & intent training: Support content and intents can be configured for multiple languages to maintain consistent responses across regions.
• Analytics & performance insights: Provides visibility into multilingual resolution rates, deflection, and customer behavior across markets.

Ideal for:
Mid-market and enterprise companies that want to automate a high volume of customer support queries globally using AI-first self-service.

Strengths:

• Strong multilingual automation with language detection built in.
• Designed specifically for customer support, not marketing or sales chat.
• Reduces ticket volume significantly through AI-led deflection.
• Integrates with major helpdesk platforms and CRMs.
• Clean, enterprise-ready interface with robust analytics.

Weaknesses:

• No built-in human support agents; relies on your internal or external teams.
• Voice and phone support are not native capabilities.
• Advanced customization and integrations may require technical effort.
• Pricing can be expensive for smaller teams or lower ticket volumes.
• Onboarding and optimization are not fully managed end-to-end.

Pricing:
Custom enterprise pricing based on conversation volume, automation usage, and integrations. Costs are higher compared to SMB-focused chatbot tools, making it more suitable for larger support operations.

8. Yellow.ai

Languages Supported
Yellow.ai offers robust multilingual support across a wide range of languages, enabling businesses to engage global audiences seamlessly.

Core Services Offered in Multiple Languages:

• AI-powered chat and voice bots: Natural Language Processing (NLP)-driven automation for lifelike interactions across channels.
• Omnichannel support: Integrates with social media, messaging apps, and websites under one platform.
• Intent-based interactions: Understands context and delivers accurate customer responses. 

Pros:

• Eliminates language barriers across channels, ideal for US, Canada, and EU businesses expanding globally.
• Reduces burden on human agents through automation.
• Optimized for enterprise-scale multilingual deployments.

Cons:

• Platform-level limits or pricing can vary; none explicitly detailed in public sources.
• May require customization for highly specialized regional language nuances.

9. Conversica

Languages Supported
Conversica multilingual chatbot supports multiple major languages including English, French, German, Spanish, Portuguese, and Japanese, well-suited for North American and European markets. ‍

Core Services Offered in Multiple Languages:

• Two-way AI-driven virtual assistants: Engages via email, chat, and SMS for seamless conversational flow.
• Rich integrations: Works with a wide array of enterprise systems like Salesforce, HubSpot, Marketo, Oracle, CRM platforms, and more. 

Pros:

• Deep integrations with sales and support workflows make it ideal for businesses in competitive markets like the US, Canada, and EU.
• Excellent language support stretching across key global markets.

Cons:

• Language coverage, while strong, doesn't include some emerging global markets (e.g., Eastern European languages).
• Primarily focused on lead and customer engagement—less tailored to self-service or technical support scenarios.

10. Kruti.ai

Languages Supported
Kruti currently supports 13 Indian languages, with plans underway to scale up to 22, making it a robust option for deeply localized support in India’s multilingual environment 

Core Services Offered in Multiple Languages:

• Agentic AI assistant: Kruti functions as an intelligent agent, capable of reasoning, planning, and executing multi-step tasks, such as booking taxis or ordering food, via integration with real‑world online services.
• Smart smartphone-first design: Engineered for mobile use in bandwidth-constrained environments, Kruti offers responsive and efficient multilingual interactions tailored to Indian users.

Pros:

• Tailored for the Indian market with strong support for local languages and a design optimized for mobile and low-bandwidth conditions.
• Goes beyond traditional chatbots by acting as a reasoning assistant that can autonomously carry out tasks, offering greater utility and flexibility.
  

Cons:

• Currently available only in 13 languages, while expansion to 22 is planned, coverage remains regionally focused and may not meet global multilingual needs yet.
• As a newer offering (released mid‑2025), it may have fewer enterprise integrations or third-party ecosystem support compared to more established players

FAQs

1. What is a multilingual chatbot?

Ans: A multilingual chatbot is an AI-powered assistant that can interact with users in multiple languages, helping businesses provide seamless global support and eliminate language barriers across regions.

2. Which is the best multilingual AI chatbot?

Ans: The best multilingual AI chatbot depends on your business needs. Top options include Crescendo.ai, Intercom, Zendesk, Drift, Yellow.ai, and Conversica, each offering scalable multilingual support for global expansion.

3. Which platforms support multilingual AI agents for global teams?

Ans: Platforms like Crescendo.ai, Intercom, Zendesk, Drift, Yellow.ai, Conversica, Tidio, Freshchat, and others (covered in Crescendo’s article) provide multilingual AI agents that help global teams serve customers in multiple languages.

4. Is there a voicebot that supports multiple languages for global businesses?

Ans: Yes, Crescendo.ai offers advanced multilingual AI voicebots alongside chat, email, and SMS support, providing 24/7 global coverage in 50+ languages with both AI and human-backed support.

5. Are multilingual chatbots different from AI agents?

Ans: Yes. Multilingual chatbots mainly handle text-based queries in multiple languages, while AI agents go further—using context, reasoning, and escalation capabilities to manage complex customer interactions across chat, voice, email, and SMS.

6. Are multilingual voice agents different from IVR systems?

Ans: Absolutely. Unlike rigid IVR menus, multilingual voice agents use AI and natural language understanding to converse naturally in native languages, transfer context during handoffs, and deliver a more human-like experience.

7. Can multilingual chatbots provide 24/7 support in native fluency?

Ans: Yes. Advanced platforms like Crescendo.ai and others offer multilingual chatbots that deliver 24/7 customer support in 50+ languages, maintaining native fluency and cultural accuracy across global regions.

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