Ottic

Ottic QA for LLM Products is a comprehensive platform designed to help teams test, monitor, and iterate on large language model (LLM) based applications. It aims to shorten time to market, improve test coverage, and provide end-to-end visibility into how LLM apps behave in real-world scenarios. Built to bridge gaps between technical and non-technical stakeholders, Ottic emphasizes collaborative prompt engineering, robust test management, and integration with existing tools to streamline QA workflows for LLMs.

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What Ottic Helps You Do

• Accelerate LLM app development and reduce time-to-market (claims up to 45 days)
• Provide a 360º view of the QA process with visual prompt management and granular test steps
• Enable collaboration between technical and non-technical teams through an intuitive UI
• Offer end-to-end test management that covers real-world scenarios and regression detection
• Monitor user behavior in real time and enrich test data with live chat sessions
• Ensure governance and security with enterprise-ready features (SSO, granular permissions, data privacy)
• Integrate with the tools your QA and engineering teams already use, out of the box

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How It Works

1. Visual prompt management: Create, manage, and track prompts without hardcoding. Collaborate across teams to craft effective prompts and evaluation strategies.
2. End-to-end test management: Break down test cases into granular steps, execute tests, and detect regressions across LLM products.
3. Real-world scenario coverage: Build comprehensive test suites that simulate realistic usage, including user interactions and data flows.
4. Evaluation and budgeting: Run tests with sampling strategies to optimize testing budget while maintaining coverage.
5. Real-time monitoring: Gain visibility into how users interact with the app and build richer test datasets from live chat sessions.
6. Governance and security: Enterprise-grade features to support scaling QA across organizations.

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Core Capabilities

• 360º QA view: Visualize and manage the entire QA process from prompts to test results
• Prompt engineering collaboration: Bridge gaps between technical and non-technical teams
• End-to-end test coverage: Create comprehensive test suites that reflect real-world usage
• Granular test steps: Break tests into actionable steps to detect precise failures
• Real-time usage insights: Monitor user behavior to understand impact and improve tests
• Data privacy and integrity: Granular permissions to secure data
• Integrations: Works with your existing QA and engineering tools
• Enterprise-ready: Scalable, secure, and governance-focused features

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How to Use Ottic

• Sign up for early access or join the waitlist to start integrating Ottic into your QA workflow.
• Connect your LLM providers and favorite tools to begin building test suites and prompts.
• Create prompts and test cases, then run end-to-end tests to uncover regressions and evaluate model behavior.
• Monitor real-time usage and refine prompts and test coverage based on insights.

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Safety and Privacy Considerations

• Ottic emphasizes enterprise-grade data privacy, granular permissions, and secure collaboration to protect sensitive information.

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Get in Touch

• If you’re interested, join the waitlist or contact the team for onboarding and support.

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Feature Overview

• 360º view of the QA process
• Visual prompt management and collaboration across teams
• End-to-end test management with granular test steps
• Comprehensive LLM evaluation and scenario coverage
• Real-time user behavior monitoring and test data enrichment
• Clear governance: SSO, granular permissions, data privacy
• Seamless integrations with existing QA/engineering tools
• Enterprise-ready scalability and support