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What makes Proto different

Full-stack automation and local language capability set Proto apart from this voice-only platform.

All-in-one platform

Proto integrates AI Agents, Ticketing, Inbox, and Analytics in a single platform – across text and voice channels. WizAI is primarily a voice talkbot platform and requires third-party tools to deliver complaint resolution, livechat inbox, and structured reporting.

Broader language coverage

Proto supports 100+ languages with a native NLP engine built for underserved dialects including Cebuano, Kinyarwanda, Oshiwambo, and more – with automatic mid-conversation language detection and switching. WizAI supports a narrower set of ASEAN-focused languages including Bahasa, Thai, Tagalog, Singlish, and Chinese; no information is available on African or Pacific language support.

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. WizAI does not publicly disclose equivalent on-premise hosting options or security certifications.

Proto vs WizAI

Proto WizAI
Primary focus Full-stack AI automation for customer support – AI Agents, Ticketing, Analytics, and Inbox Voice-first AI talkbot platform for automating inbound and outbound contact centre calls
Language support 100+ languages powered by LLMs or proprietary Voice AI model available for text and voice messages 10+ languages for voice; no information on wider language support
Local language support Yes – strong focus on Tagalog, Cebuano, Kinyarwanda, Oshiwambo and support of 100+ other languages Partial – ASEAN-focused languages including Bahasa, Thai, Tagalog, Singlish, and Chinese; no information on African or Pacific language support
Mixed-language switching Yes – automatic mid-conversation language detection and switching Not supported or no information
Channel support Webchat, WhatsApp, Messenger, Viber, SMS, Email, Telegram, and Line Voice calls, WhatsApp, Line, Instagram, and webchat
Integrations APIs, CRM (Zendesk, Salesforce or custom integration), and more CRM integrations and telephony APIs
API integration Yes Yes
Voice messages Yes – multilingual TTS and STT capabilities powered by proprietary Voice AI model Yes – core capability; proprietary voice AI with TTS and STT across supported languages
Generative AI agent support Yes – powered by optional integration with third-party LLMs or dedicated secure LLM for privacy-first deployments Yes – powered by proprietary LLM
AI agent training Yes – train AI with URLs or documents, recurring training, and integration with knowledge bases Yes – talkbot builder with LLM fine-tuning and dialogue corpus collection
Workflows Yes – visual workflow editor to build custom logic and automation – from simple replies to complex API calls Not supported or no information
Live agent handover Yes Yes
Livechat inbox & contact profiles Yes – unified inbox with conversation history, contact profiles, and multilingual agent support Not supported or no information
Complaint ticketing system Yes – native ticketing, escalation, resolution, and CRM sync Not supported or no information
Conversation summaries and sentiment analysis Yes Not supported or no information
Chat translation for live agents Yes Not supported or no information
Analytics Yes – extensive reports with actionable CSAT insights from AI agents and live rep conversations, sentiment, summaries, and public scrape insights Partial – WIZ Insights covers call analytics, agent performance benchmarking, and voice of customer data
Security certifications SOC 2, ISO 27001 Not certified or no information
Security and privacy features On-premise, hybrid, or cloud hosting, dedicated secure LLM, IP allowlist, permission management Enterprise-grade security stated; cloud-based; on-premise options not publicly disclosed

Comparison summary

All-in-one platform for complex AI workflows and data sovereignty

Proto is a multilingual AI automation platform purpose-built for complex and regulated workflows across industries such as government, healthcare, finance, and transportation. Its platform integrates AI Agents, Ticketing, CRM syncing, agent handoff, and Analytics – all powered by a proprietary natural language understanding engine and trainable LLMs.

Proto is built for organisations that need more than a chatbot – from enterprises managing complex multilingual workflows to government agencies automating citizen services at scale. It is particularly well-suited for deployments requiring underserved language support, on-premise hosting, multi-channel automation, and actionable insights from conversation and public data.

Voice-first talkbot platform for contact centre automation

WizAI is a voice AI platform focused on automating inbound and outbound call centre interactions with AI talkbots. Its platform includes a proprietary LLM-powered talkbot, an agent performance insights module for call quality and compliance, and omnichannel support across voice and messaging – primarily targeting ASEAN markets across banking, finance, e-commerce, and healthcare.

Organisations that primarily operate via text-based digital channels, or that require ticketing, multilingual agent inbox, or on-premise data residency, will likely need additional tools beyond WizAI’s platform.

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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