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Conversational AI: Next‑generation dialogue systems

From rich speech datasets to multilingual chatbot development and evaluation, Defined.ai empowers companies building, fine‑tuning, and deploying conversational AI to deliver natural, accurate, and scalable interactions across voice and text.

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Conversational AI You Can Trust at Scale

Spontaneous H2H and IVR dialogues, scripted monologues, and live audio from calls, meetings, and podcasts.

Diverse Speech Data for Real‑world Scenarios

Spontaneous H2H and IVR dialogues, scripted monologues, and live audio from calls, meetings, and podcasts.
Capture tone, intent, and context for training robust ASR and NLU models.

Rich Transcription and Annotation

Capture tone, intent, and context for training robust ASR and NLU models.
Accelerat.ai project supports high‑ and low‑resource languages for inclusive AI.

Multilingual Chatbot Expertise

Accelerat.ai project supports high‑ and low‑resource languages for inclusive AI.
Speech‑to‑text, text‑to‑speech, NLU/NLG engines, and dialogue management frameworks.

End‑to‑end Tech Stack Guidance

Speech‑to‑text, text‑to‑speech, NLU/NLG engines, and dialogue management frameworks.

Expert Conversational AI for Any Data Type

We offer high-quality conversational AI across every modality—audio, image, video, text, and multimodal—ensuring diversity, compliance, and scalability for your AI training needs.

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Audio

Build and evaluate speech data for conversational AI:

  • Spontaneous Speech (H2H): Two‑person dialogues representative of call center interactions.
  • Spontaneous Speech (IVR): Human‑machine exchanges with TTS prompts and natural responses.
  • Scripted Speech: Monologues for controlled acoustic and linguistic coverage.
  • Live Data: Real recordings from meetings, interviews, podcasts, and lectures.
  • Rich Transcriptions: Detailed annotations for tone, intent, and speaker metadata.

Image

Support multimodal conversational experiences:

  • Visual Context Integration: Annotate and validate UI elements for chatbot interfaces.
  • Image‑Text Alignment: Ensure responses match visual cues in apps or IVR menus.
  • Scenario‑Based QA: Evaluate chatbot performance in image‑rich workflows (e.g., product support).

Video

Enhance conversational AI with video‑based context:

  • Video Dialogue Annotation: Label speaker turns and gestures for multimodal training.
  • Meeting & Webinar Data: Capture real conversational flow for enterprise bots.
  • In‑Context Evaluation: Assess chatbot responses against visual and spoken cues.

Text

Core NLP services for chatbot development and optimization:

  • Intent & Entity Annotation: Structure text for NLU engines.
  • Dialogue Flow Design: Build and validate conversation paths for customer support.
  • Multilingual Coverage: Support European Portuguese, French, Spanish, Italian, German, and English.
  • Response Quality Evaluation: Score accuracy, tone, and helpfulness for LLM‑powered bots.

Multimodal

Enable advanced assistants that combine voice, text, and visuals:

  • Cross‑Channel Consistency: Validate tone and terminology across speech, chat, and UI.
  • Multimodal Benchmarking: Test chatbot performance in real user journeys with mixed inputs.
  • Scenario Simulation: Evaluate end‑to‑end flows for omnichannel experiences.

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Conversational AI that feels natural and scales globally

Practical applications where our data and expertise enable smarter, multilingual dialogue systems.

Voice Assistant Development

Voice Assistant Development

Collect spontaneous and scripted speech data to train ASR and TTS engines for natural, human-like voice interactions.

Customer Support Automation

Customer Support Automation

Build multilingual chatbots powered by NLU/NLG models to reduce resolution times and improve service quality.

Call Center Optimization

Call Center Optimization

Gather real-world H2H and IVR dialogues with rich transcriptions to fine-tune intent recognition and dialogue flows.

Enterprise Virtual Agents

Enterprise Virtual Agents

Design and evaluate conversational flows for internal helpdesk bots and meeting assistants.

Multilingual Chatbot Deployment

Multilingual Chatbot Deployment

Support European Portuguese, French, Spanish, Italian, German, and English for inclusive digital experiences.

Learn More About Conversational AI

Inclusive ASR Models: Using High-Quality, Ethical Data for Global Spee...

Let's raise the bar on your conversational AI projects.

Partner with Defined.ai to design a custom conversational aI strategy aligned to your quality targets, domains, and release cadence.

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