ElevenAgents Goes Multimodal: Images, PDFs, Procedures, and Speech Engine Explained

Quick take: ElevenAgents is becoming a more capable operating layer for voice-based customer workflows. The latest additions let agents use task procedures, accept images and PDFs, and add real-time voice to a developer-owned chatbot.

Images and PDFs as first-class inputs

On supported channels, an ElevenAgent can receive a photo or PDF inside the same conversation that handles voice or text. A support agent could inspect a damaged-item photo, read a policy PDF, or continue a WhatsApp conversation without switching to a separate document workflow.

Procedures keep complex agents organized

Procedures split a large agent into focused tasks. Each procedure has a trigger and instructions. This makes it easier to create repeatable flows for refunds, identity checks, account recovery, or troubleshooting without making one giant prompt impossible to maintain.

Speech Engine for developers

Speech Engine is aimed at teams that already own the chatbot or LLM logic. ElevenLabs handles speech-to-text, turn-taking, text-to-speech, and browser playback while the application controls the actual agent behavior.

What should you test?

• Does the agent preserve context after a file is uploaded?
• Does it know when to ask for a document instead of guessing?
• Does turn-taking feel natural when users interrupt?
• Can your application keep control of tools, permissions, and business logic?

Explore ElevenLabs Agents

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Our view

The most important change is not one isolated feature. It is the move toward a single agent that can understand the messy inputs real users bring: spoken requests, typed messages, photos, PDFs, and follow-up questions across channels.