Малайзийский Respond.io привлёк $62,5 млн на AI-агентов для бизнес-мессенджеров

Respond.io — a Malaysian AI-powered startup for business messengers — closed a $62.5 million funding round and announced plans for acquisitions in North America and Europe. The company has entered the list of most notable technology startups in Malaysia and is betting on an unconventional monetization model that transforms the economics of customer support.

How the Platform Works

Respond.io creates an environment where AI agents communicate with customers across popular messengers — WhatsApp, Telegram, Facebook Messenger, LINE, and other channels. Agents process incoming inquiries, qualify requests, answer routine questions, and when necessary, transfer the conversation to a live operator while preserving message history and conversation context.

The key differentiator from competitors is the per-conversation pricing model, not per-seat. Traditional customer support platforms charge by the number of workstations or active operators. Respond.

io charges for each completed conversation — regardless of whether it was handled by an AI agent or an employee. This changes the calculation for businesses with high incoming traffic. As load grows, companies don't need to hire additional staff or buy new licenses: the platform automatically scales agents and processes thousands of conversations in parallel without quality degradation.

• Supported channels: WhatsApp Business API, Telegram, Facebook Messenger, LINE, Viber, WeChat
• Target customer: e-commerce, fintech, telecom, insurance — segments with high incoming traffic
• Monetization: payment per conversation, not per user — atypical for B2B SaaS
• Key features: conversation routing, AI responses, analytics, CRM integration

Where the $62.5 Million Goes

The round is significant for Malaysia's technology ecosystem. Funds will be allocated along two paths: organic product development (R&D, team expansion, AI model improvements) and inorganic growth through acquisitions of companies in North America and Europe. The M&A strategy is a deliberate choice. Building a customer base from scratch in the US and Europe means years of work without brand recognition and weak understanding of local specifics. Acquiring players with existing customers, teams, and partnerships — is a significantly faster and more predictable path to scale. Entering Western markets also allows diversification of revenue: Southeast Asia remains the primary market, but dependence on a single region creates risks from economic or regulatory changes.

Competitive Context

The market for AI agents in customer communications is growing rapidly. Major players — Intercom, Zendesk, Freshworks, Salesforce Service Cloud — are actively integrating AI into their products. However, all were built on seat-based models and are changing gradually, often maintaining hybrid pricing, which creates awkwardness when selling AI solutions to large customers.

Respond.io was designed from the start for conversation-based economics — a structural advantage that is difficult for established players to replicate without completely rebuilding their monetization model. Southeast Asia became the ideal starting market: high messenger penetration, aggressive e-commerce, and high business sensitivity to operational costs created conditions where the per-conversation value proposition resonates particularly strongly.

Now the company is bringing its model to the more mature and competitive Western markets.

What This Means

Respond.io demonstrates that the AI-agent model in customer communications has matured to the point of major investment and global expansion. For B2B companies with high inquiry volumes, this is a signal — per-conversation economics are beginning to displace traditional contact center solutions, and Southeast Asian startups are increasingly entering Western markets, where American and European vendors previously dominated.

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