Join DoCoreAI — Track Costs, Pace Budgets, Stay in Control
DoCoreAI is a privacy-first LLM cost observability and autonomous budget governance SDK. Built for developers and teams that want to track spend, catch waste, and keep budgets on track — automatically, without storing your prompt content.
Why Choose DoCoreAI?
AI is powerful—but it can be expensive. Every token costs money. Without observability and budget controls, spend spirals.
- Deep analytics on prompt success and efficiency (Prompt Analytics for Developers)
- Clear visibility into token usage and waste (Prompt Efficiency Primer)
- Cost-saving recommendations and ROI views (LLM Cost Dashboard)
- Team productivity tracking and outcome stability (Prompt Health)
- Autonomous budget pacing that keeps spend on track — without manual policing
Features That Give You Control
Not just a dashboard—practical levers to cut waste, plus an autopilot that keeps spend on track.
Prompt Analytics
- Track tokens, temperature trends, and success rates
- Identify effective prompts vs. those needing work
- Optimize settings to reduce cost without losing quality
Cost-Saving Insights
- Monitor token bloat & over-generation
- Forecast expenses and track savings over time
- Prove ROI to stakeholders with executive-ready charts
Team Productivity
- Reduce retries and tail latency
- Measure hours saved per engineer
- Roll out winning patterns across teams
Real-Time API Monitoring
- Usage patterns by hour/day
- Identify peaks for planning
- Spot anomalies and unexpected costs instantly
Budget Governance & Pacing
- Set spend limits per project, team, or model
- Real-time pacing keeps spend on track automatically
- Early warnings before a budget cap is hit
- No manual policing—governance runs in the background
Built for Developers & Teams
Built by developers frustrated with opaque billing and brittle prompts.
- Runs as a lightweight sidecar via monkey-patching—no code changes, no separate call path
- Works with your existing AI stack: OpenAI, Anthropic, Google Gemini, Groq, AWS Bedrock & Ollama
- Install via PyPI; keep your code unchanged
- Developer-friendly, easy to adopt; scales from indie to enterprise
Who Should Use DoCoreAI?
- Freelancers who want to optimize cost and deliver better work
- Startups/agencies managing multiple AI projects
- Enterprise teams needing visibility, control, and reporting
- Researchers and prompt engineers who want data-driven improvement
Trust & Transparency
Security-first and privacy-aware: we do not store your prompt or output content.
- Hosted securely with SSL
- Payments via Paddle
- Security & Privacy details
- Transparent pricing, no lock-in
Ready to Take Control of Your AI Costs?
Don't guess your AI spend. Get clear visibility, automatic budget pacing, and measurable ROI.
No prompt content stored • Works with OpenAI, Anthropic, Google Gemini, Groq, AWS Bedrock & Ollama
