| What it does | Build AI that gets the job done
| Run structured AI debates, pitch reviews, focus groups, audience simulations and idea tournaments with inspectable transcripts and reports
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Not given
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| Pricing | Free plan with up to 300 rows. Starter $49/month (up to 5,000 rows, 3 seats). Growth $99/month (up to 25,000 rows, 5 seats). Pro $249/month (up to 100,000 rows, 10 seats).
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| Key features | - Transform data with prompts to tag, extract, or classify rows at scale
- Generate synthetic training data from labeled examples
- Fine-tune task-specific models across multiple providers
- Quality check and compare model performance
- Swap fine-tuned models into your API
- Token counts and cost estimates for provider costs
- Validation and playground environment
- Unlimited data synthesis across plans
- Shared row limits pooled across projects
| - Decision stress-test with opposing agents and convergence recommendation
- Judged debate with neutral arbiter scoring
- Expert panel with key insights without verdict
- Focus group with moderated discussion guide and verified quotes
- Idea tournament with bracket and kill cards
- TribeMind synthetic audience with opinion tracking
- Shark Tank pitch panel with cross-examination
- Interview simulator for testing guides on simulated participants
- MultiFormat workflow chaining multiple formats together
- Support for major AI models including Anthropic, OpenAI, Google Gemini, and others
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| What makes it different | - All three tools included in every plan with no separate costs
- No markup on provider costs—use your own model keys
- Data stays yours—export anytime even after cancellation
- Single workflow from prompt to production model
| - Structured protocol determines turn order, not model inference
- Each participant has separate briefs and private context
- Persistent transcripts preserved turn by turn
- Human steering mid-discussion without restarting
- Multiple dissenting AI perspectives instead of single framing
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 31 ● no change since last check | 4 ● no change since last check |
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| Trust Flow (Majestic) | 11 | 0 |
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| Citation Flow (Majestic) | 30 | 11 |
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| Referring domains (Majestic) | 278 | 1 |
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Entry Point AI
Delibora