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Norvo

Docschevron_rightWorking with AI Models

Working with AI Models

Norvo connects to leading AI models through OpenRouter, giving you access to models from Google, Anthropic, OpenAI, and others. The model used for your projects is determined by your subscription plan.

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How Model Assignment Works

  • check_circleEach subscription plan includes a primary model for document generation and a quick model for chat and auto-reply responses. These two models work together to power your entire workflow.
  • check_circleYou do not need to configure anything. Your plan automatically determines which models are used for every interaction across all of your projects.
  • check_circleHigher-tier plans unlock more powerful models with stronger reasoning capabilities, longer context windows, and extended thinking — producing richer, more nuanced documentation.
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What Models Affect

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Document Quality

More capable models produce richer, more detailed documentation with better technical accuracy and fewer gaps. They excel at understanding complex requirements and translating them into comprehensive, well-structured specifications.

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Chat Intelligence

The quick model handles your clarification conversations. Better models ask more insightful questions, understand nuanced answers, and extract the details that matter most for generating high-quality documentation.

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Generation Speed

Different models have different processing speeds. Faster models may sacrifice some depth for quicker turnaround, while more powerful models take longer but deliver greater detail and coherence across your documentation bundle.

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Token Usage

Larger models consume more tokens per generation, which is factored into plan pricing. Your subscription includes appropriate token allowances matched to the models available on your tier.

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Free vs Paid Models

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Free Plan

Free plans use efficient, fast models that deliver solid results for straightforward projects. These models are optimized for speed and reliability, making them a great starting point for exploring Norvo's capabilities without any commitment.

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Paid Plans

Paid plans unlock premium models with stronger reasoning and extended thinking capabilities — ideal for complex architectures and nuanced technical requirements. These models produce deeper analysis, catch more edge cases, and generate documentation that reflects a more thorough understanding of your project.

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The specific models available may change as new and improved options become available through OpenRouter. Norvo continuously evaluates the latest models to ensure every plan delivers the best possible results.

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AI Review Agents

Beyond the primary generation model, Norvo offers optional AI review agents that run as a post-generation quality pass. These agents add an extra layer of scrutiny to ensure your documentation is consistent, complete, and ready for use.

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Reviewer Agent

Checks each document for internal consistency, completeness, and coherence with the rest of the bundle. The reviewer catches contradictions between documents, identifies missing details, and ensures that technical decisions referenced in one file are accurately reflected across all related specifications.

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Verifier Agent

Validates document quality and flags areas that may need improvement. The verifier evaluates whether the generated content meets quality thresholds, highlighting sections that could benefit from additional detail or clarification before you finalize your documentation.

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These agents may be enabled depending on your plan and server configuration. When active, they run automatically after document generation completes — no manual action is required.

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Continue exploring

Learn more about how Norvo works, from project creation to subscription plans and everything in between.