Panels GTM brain

Panels supplies curated multilingual audio datasets for voice AI labs and startups training and evaluating models.

category

Voice AI training data

market profile

  • text: Voice model teams need both training data and evaluation data representative of speakers, languages and real environments.
  • text: Conversational audio data vendors compete on coverage, collection quality and the ability to meet a lab's specifications.

personas

  • title: Speech model research lead
    pains:
    • Training data lacks the speaker diversity or acoustic conditions required for the model
    • Evaluating turn taking needs representative task-driven conversations
  • title: AI data operations lead
    pains:
    • Coordinating contributor collection, transcription and quality assurance consumes engineering time
    • Dataset requirements and acceptance criteria change as coverage gaps emerge

icp

  • text: Frontier voice labs training foundation models and early-stage startups building voice AI; headcount and budget thresholds are not published.
  • text: Teams requiring multilingual speaker-separated audio, scripted recordings or conversational turn-taking evaluation.

message pillars

  • text: Supply data to improve voice models.
  • text: Support both model training and evaluation.
  • text: Tailor the collection to each team.

objections

  • objection: Will the data fit our languages, speakers and edge cases?
    response: Agree on dataset specifications and acceptance criteria, then review samples and checkpoints before scaling.
  • objection: Can we trust the data quality and usage rights?
    response: Review collection provenance, consent and licensing terms alongside the QA process and samples before purchase.

competitors

  • name: David AI
    why: Provides conversational audio datasets to voice AI labs.
  • name: Defined.ai
    why: Offers multilingual speech datasets through a data marketplace.

keywords

  • voice AI training data
  • multilingual speech datasets
  • speaker separated audio dataset
  • conversational audio data
  • turn taking evaluation dataset
  • custom speech data collection

voice

  • technical
  • collaborative
  • quality focused

signals

  • text: A voice AI lab launching a new language or accent needs broader representative speech coverage.
  • text: A team developing conversational agents may need turn-taking evaluation and real-world scenarios.

pricing

model: unknown

motion

sales_led

channels

  • website
  • X
  • LinkedIn
  • founder outreach

confidence

medium

Founders

  • name: Aaron Wenk
    title: Founder/CEO
    role: CEO
    bio: CEO @ Panels. Princeton ORFE. World Champion Rower. 2x National Champion Cyclist.

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