| What it does | AI-native forward deployed engineering software for enterprise customer deployments
| AI skill for coding agents that generates structured learning courses on any topic
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| Stage | Startup
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| Founded | 2025
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| Based in | Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | Free during launch for all plans. Developer: $0/month (1 customer, 2 environments). Startup: $249/month or $2,988/year (10 customers, 25 environments). Growth: $849/month or $10,188/year (75 customers, 150 environments). Enterprise: Custom pricing. If using Meetext's AI model, charged on usage at ap
| $4.99 USD for the Agent Mentor skill (one payment, updates for at least 12 months). Generating, reading, exporting, and reviewing courses locally stays free. Optional hosted credits available after purchase for in-place answers, web research during writing, and course audio generation.
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| Key features | - Supports 14 enterprise destinations including Slack, Teams, ChatGPT, Claude, Salesforce, ServiceNow, HubSpot, Notion, Linear, Atlassian, Asana, Google Chat, Cursor and VS Code
- Personal data masking and usage budgets with kill switch
- Health checks, incident response and three-layer monitoring
- Customer-written acceptance criteria that rerun on each publish
- Hosted MCP endpoints and customer installation portals
- Cross-customer gap detection and pull request generation
- Permission-aware AI agent that requests confirmation before acting
| - AI-powered course generation from a single sentence prompt
- Local file storage and plain Markdown format
- Interactive exercises with eight practice block types
- Spaced repetition review system
- Multi-language course generation
- Export to HTML, PDF, and Anki
- Deterministic quality checks with course-guard system
- Support for Claude Code, Codex, and opencode
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| What makes it different | - Automates the repeatable deployment work that scales linearly with customer count, avoiding the need to hire more forward deployed engineers
- Priced per customer environment rather than by API traffic or usage volume
- Verifies changes only when customer-written acceptance criteria pass, not just when code is deployed
- Includes AI agent for common operational tasks but all changes require human confirmation
| - Generates full structured courses from one sentence, not just a transcript or generic content
- Runs entirely on your own machine with no cloud account required
- Enforces quality through 20+ deterministic checks before any course ships
- Practice exercises are interactive and graded locally with explanations of the mechanism
- Works on any topic without coding required for non-programming subjects
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 7 ▲ +4 (up) since last check | 5 ● no change since last check |
| Trust Flow (Majestic) | 1 | 4 |
| Citation Flow (Majestic) | 20 | 25 |
| Referring domains (Majestic) | 7 | 25 |