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What makes Proto different

Broader language coverage and a full-stack platform set Proto apart from this healthcare-focused chatbot.

All-in-one platform

Proto integrates AI Agents, Ticketing, Inbox, and Analytics in a single platform – across text and voice channels, and across industries. BotMD is purpose-built for patient engagement in hospitals and clinics, with a lightweight CRM and marketing module but no native complaint ticketing, voice AI, or cross-industry capability.

Broader language coverage

Proto supports 100+ languages with a native NLP engine built for underserved dialects including Cebuano, Kinyarwanda, and Oshiwambo – with automatic mid-conversation language detection and switching. BotMD supports multilingual responses but does not disclose a proprietary NLP engine, underserved language capability, or mixed-language switching.

Security-first deployments

Proto offers on-premise and hybrid hosting, dedicated LLMs, SOC 2 and ISO 27001 certification, and fine-grained permission controls – making it suitable for government agencies, central banks, and regulated enterprises. BotMD does not publicly disclose equivalent on-premise hosting options or security certifications.

Proto vs BotMD

Proto BotMD
Languages
Language support i100+ languages via LLMs and proprietary Voice AI model, for both text and voice iMultilingual support stated; no proprietary NLP engine or language count disclosed
Local language support
Tagalog, Cebuano, Kinyarwanda, Oshiwambo + 100 others
Mixed-language switching
Channels
Webchat
Messaging channels iWhatsApp, Messenger, Viber, SMS, Email, Telegram, and LINE iWhatsApp, Viber, Messenger, LINE, and SMS — no Email or Telegram
Voice messages
Multilingual TTS and STT via proprietary Voice AI model
AI agents
Generative AI agents iThird-party LLMs or dedicated secure LLM for privacy-first deployments iLLM-powered agents for FAQ, scheduling, recommendations, and patient education
AI agent training
Knowledge base training using URLs, documents, and snippets
Workflows iVisual workflow editor for custom logic, from simple replies to complex API calls iHealthcare-specific templates only; no custom logic or API calls
Proactive messaging
Appointment reminders, pre-care instructions, post-visit follow-ups
Marketing module iProactive messaging covers reminders and follow-ups; no dedicated campaign or lead nurturing module iAI-powered patient campaigns, lead nurturing, and conversion tracking
Support operations
Live agent handover
Routing to human agents via omnichannel inbox
Inbox
Unified inbox with conversation history and contact profiles
Complaint ticketing
Chat translation for live agents
Conversation summaries & sentiment
Analytics iCSAT, sentiment, summaries, live agent performance, and public scrape insights iCampaign engagement and conversion metrics only; no CSAT or sentiment reporting
Security
Security certifications iSOC 2, ISO 27001, and HIPAA certified iNo security certifications publicly disclosed
On-premise hosting

Comparison summary

AI-powered patient experience, from first enquiry to resolution

Proto is a multilingual AI platform deployed across hospitals, clinics, insurance providers, and telehealth services – automating the full patient journey from first enquiry to post-care follow-up. Its platform covers appointment booking and scheduling, LOA processing, insurance eligibility checks, multilingual patient FAQ handling, and voice messaging in local languages including Tagalog and Cebuano – all within a single platform that combines AI Agents, Inbox, Ticketing, and Analytics.

Proactive messaging allows care teams to reach patients at the right moment – whether for appointment reminders, pre-care instructions, or post-visit follow-ups – without manual outreach. Complaint resolution, live agent handover, and structured case management are handled natively through Proto's visual workflow builder and Ticketing module, without requiring external tools. For healthcare providers that also need to automate beyond patient engagement, the same platform extends to insurance workflows, regulatory reporting, and enterprise-wide operations.

Patient engagement platform for hospitals and clinics

BotMD is a healthcare-specific AI platform that automates patient interactions across WhatsApp, Messenger, Viber, and LINE – but does not offer a native webchat channel. Its platform covers FAQ handling, appointment scheduling, patient education, and a patient CRM with omnichannel inbox. BotMD also includes a dedicated marketing module for patient outreach and lead nurturing.

Healthcare providers that need webchat deployment, proactive messaging, voice AI, complaint ticketing, local language support, structured analytics, or on-premise data residency will need a broader platform than BotMD provides.

What the clients say

85% inquiries automated +16%YoY

85% inquiries automated +16%YoY

With Proto's solution, we've increased our handling capacity by 30% across our 12 million wallets. The AI instantly shares information with customers in their preferred language, freeing our agents to focus on more complex issues.

52% inquiries automated

52% inquiries automated

We are elated to work with Proto to help give our patients a more efficient and convenient way to interact with us.

65K interactions handled monthly +50% YoY

65K interactions handled monthly +50% YoY

The National Bank of Rwanda is pleased to deploy the AI-powered grievance redressal system from Proto. The Intumwa AI agent will deliver consumer protection to Rwandans in their local languages and preferred messaging channels.

More reasons to trust Proto

Built for scale with regulators and proven in national deployments.

Security and compliance

SOC 2, ISO 27001 and HIPAA certified – with optional features for hybrid and on-premise hosting, dedicated LLMs, and fine‑grained permission controls. Proto is trusted by governments and enterprises with strict data residency and privacy mandates.

Proven national deployments

Deployed across regulatory authorities complex emerging markets like the Philippines and Rwanda – including with integrated AI agents for government agencies with overlapping citizen support and consumer protection mandates with automated case triaging.

2M+ annual AI‑powered citizen cases

Proto handles over two million citizen cases per year with full automation and consistent performance for complex and industry-tailored workflows requiring local language capability, omnichannel support, and voice AI messaging.

Meet your local expert

See how Proto can automate your institution’s workflows.

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