DoCoreAI
AI Prompt Optimization & Analytics for Developers and Teams
What is DoCoreAI? Complete Overview
DoCoreAI is an AI observability and prompt optimization platform designed to help developers, teams, and enterprises optimize their AI workflows. It provides real-time prompt optimization, cost tracking, and performance analytics to reduce token waste and improve efficiency. The platform supports OpenAI and Groq, offering insights into prompt health, token usage, and ROI. DoCoreAI is ideal for AI developers, managers, and researchers looking to streamline their AI operations with data-driven decisions.
DoCoreAI Interface & Screenshots
DoCoreAI Official screenshot of the tool interface
What Can DoCoreAI Do? Key Features
Real-Time Prompt Optimization
DoCoreAI automatically optimizes temperature, creativity, and precision for AI prompts, eliminating guesswork and manual tuning. It adjusts settings based on context and intent, ensuring efficient and effective prompt outputs.
Cost and Token Savings
Track and reduce token usage with detailed insights into cost savings. DoCoreAI helps identify bloated prompts and suggests optimizations, leading to 30–70% token savings.
Developer Analytics
Gain visibility into prompt performance, success rates, and efficiency metrics. The platform provides data-rich insights to guide prompt engineering and improve AI model reliability.
Prompt Health Scoring
Evaluate the quality of your prompts with health scores and actionable recommendations. This feature helps maintain high-quality prompt libraries and reduces trial-and-error tuning.
Multi-Provider Support
Works seamlessly with OpenAI and Groq, with plans to expand support for other LLMs like Claude and Gemini. This ensures compatibility with your preferred AI providers.
Best DoCoreAI Use Cases & Applications
Internal Chatbot Optimization
A developer uses DoCoreAI to optimize prompts for an internal chatbot, reducing LLM costs by 40% without switching providers. The platform identifies inefficient prompts and suggests leaner alternatives.
Team Prompt Scaling
A team lead scales 50+ prompts in 2 days using DoCoreAI's CLI. The tool helps tune and ship prompts faster while staying within token budgets, improving team productivity.
Enterprise AI Cost Management
A business lead gains visibility into LLM costs and team performance using DoCoreAI's dashboards. The platform provides clear metrics to justify AI spend and optimize ROI.
How to Use DoCoreAI: Step-by-Step Guide
Install the DoCoreAI Python client using pip: `pip install docoreai`. This integrates the tool into your development environment.
Generate an API token from the DoCoreAI website and add it to your `.env` file. This connects your local setup to the analytics dashboard.
Run your AI prompts as usual. DoCoreAI automatically optimizes and tracks metrics in the background without disrupting your workflow.
View real-time reports and dashboards on the DoCoreAI web server. Analyze cost savings, token usage, and prompt health to make data-driven improvements.
DoCoreAI Pros and Cons: Honest Review
Pros
Considerations
Is DoCoreAI Worth It? FAQ & Reviews
No. DoCoreAI collects telemetry only—counts, timings, success rates—and never your prompt or output content. Your data stays private.
DoCoreAI currently supports OpenAI and Groq, with plans to add Claude and Gemini in the future.
The Free plan offers basic metrics and 10 prompts/day. The Pro plan includes advanced insights like ROI tracking, productivity indices, and 1000 prompts/day.
Yes, the Enterprise plan supports private server or on-premise deployments with custom SLAs and limits.
Install via PyPI in minutes. Most users connect their API key and start viewing reports the same day.