What is DoCoreAI?
DoCoreAI offers an advanced platform for optimizing AI prompt workflows, providing actionable analytics that enable teams to cut operational costs, improve output quality, and maximize developer productivity with large language models (LLMs). The solution delivers real-time reporting on metrics such as cost savings, developer time saved, prompt health, and token wastage, arming users with critical insights that translate directly into enhanced efficiency and increased ROI.
Designed to be privacy-first, DoCoreAI works seamlessly with existing API keys and does not store any prompt or output content. It supports rapid setup through a simple PyPI installation and integrates effortlessly with leading AI providers, empowering businesses, developers, and managers to monitor usage, benchmark performance, and maintain compliance across their AI deployments.
Features
- Prompt Optimization: Refines and evaluates AI prompts to improve efficiency and effectiveness.
- Cost and Time Analytics: Tracks AI usage costs, developer time saved, and highlights cost-saving opportunities.
- Token Waste Detection: Identifies unnecessary token usage within AI prompts to reduce waste.
- ROI Reporting: Offers detailed insight into ROI, including productivity indices and bloat detection.
- Real-Time Metrics Dashboard: Provides clear, visual reporting charts on prompt health and operational trends.
- Privacy-First Architecture: Collects only telemetry data with no prompt or output content stored.
- Multi-Provider Support: Compatible with OpenAI, Groq, and upcoming integration for other LLMs.
- Easy Installation: Quick setup via PyPI and configuration with API keys.
Use Cases
- Monitoring and reducing AI model inference costs for development teams.
- Optimizing prompt engineering processes to save developer time.
- Analyzing and benchmarking prompt health and success rates in enterprise AI workflows.
- Supporting managers and CTOs with actionable analytics for AI ROI justification.
- Identifying and reducing token wastage to improve the cost-efficiency of LLM usage.
- Ensuring compliance and privacy in sensitive AI deployments via telemetry-based analytics.
- Facilitating data-driven decision making for scaling AI solutions within organizations.
FAQs
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Do you store prompts or outputs?
No, DoCoreAI only collects telemetry data such as counts, timings, and success rates. Prompt and output content are never stored, ensuring data privacy. -
Which providers are currently supported?
DoCoreAI supports OpenAI and Groq, with compatibility for other providers like Gemini and Claude coming soon. -
What insights are available in the Pro plan?
The Pro plan includes advanced analytics such as prompt bloat detection, cost and time savings breakdowns, role-level productivity metrics, advanced prompt health scores, and access to DoCoreAI Labs. -
Can DoCoreAI be deployed privately or on-premise?
Yes, private server and on-premise deployment options are available through the Enterprise & Custom plan, which also includes tailored support and licensing. -
How quickly can we get started using DoCoreAI?
Installation via PyPI can be completed in minutes, and most users can start accessing analytics by connecting their AI provider keys the same day.
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