What does this mean?
No Data Leaves Your Company Network.
AI-Behavior Analytics Beyond Cloud Metrics.
Measure ROI in Real-time.
Just Plug-n-Play.
System Behavior Explained
Why GenAI teams lose cost & latency visibility after production
A short technical explainer showing where traditional logs, traces, and cloud metrics stop working for GenAI systems — and why the blind spot only appears after deployment.
Traditional logs stop at API calls — GenAI behavior changes inside execution paths after deployment.
No prompts. No payloads. Only behavioral telemetry.
See how DoCoreAI helps CAIOs, CTOs, CIOs, Managers and Developers finally get answers on AI costs, efficiency, and privacy — all in one platform – DoCoreAI.
The only AI observability platform that connects behavior signals to business ROI.
Enterprise Enablement
Enterprise AI Enablement & Safe Deployment
DoCoreAI is a product platform built for production-safe GenAI observability and governance.
For organizations deploying GenAI at scale, we also support structured, advisory-led enterprise enablement and phased rollout.
This work is guided by the DoCoreAI Adoption Framework — a non-disruptive, pilot-led model designed for enterprise environments.
Start small, validate impact, and scale GenAI safely in production environments.
Integrate GenAI workflows with ERP, CRM, and internal platforms without disruption.
Define policies, controls, and accountability aligned with real production behavior.
Ensure AI assists teams with transparency, explainability, and human oversight.
Delivery support provided in collaboration with Veniteck (Australia).
Manager's Screen
Managers: “Finally, see the real savings, performance & efficiency.”
See live charts - no signupInstall → Optimize → See Reports
Built for AI Precision. Backed by Research.
For Developers
No more trial-and-error prompt tuning.
Plug-and-play CLI
Instant prompt optimization
Auto-generated charts
Supports OpenAI & Groq
For CTOs/Managers
Understand how your team uses LLMs
Spot token waste and cost spikes
Track prompt success/failures
ROI and productivity insights
Privacy-First & Zero data retention
Real Results. Real Roles. Powered by AI Observability.
Developer
“We cut LLM cost by 40% on our internal chatbot — without changing providers. Just optimized the prompts using DoCoreAI.”
Team Lead
“We scaled 50+ prompts in 2 days. The CLI helped my devs tune and ship faster — and stay within our token budget.”
Business Lead
“Before DoCoreAI, we had zero visibility. Now I can see LLM costs, time saved, and team performance — clearly.”
Meet DoCoreAI: Your AI Prompt Optimization & LLM Observability Platform
DoCoreAI is a GenAI & LLM observability & prompt optimization platform with integrated AI behaviour analytics. It enables teams to monitor LLM performance, optimize prompt efficiency, reduce token usage, and improve reliability—helping organizations scale AI with visibility, control, and cost optimization.
What’s Next: DoCoreAI is also being experimented in robotics & IoT, where tracking prompt efficiency and GPU utilization at the edge can extend battery life and reliability.
Smarter AI Prompt Optimization
We automatically optimize temperature, creativity, and precision for your AI prompts—no guesswork.
Save Developer Time & Cost
Track time saved, token usage, and ROI per AI prompt.
Get data you can act on.
Research-Driven Purpose
A portion of every subscription fuels AI optimization research through DoCoreAI Lab.
Insights & Developer Analytics
You Can Trust
Visualize usage trends, AI prompt health, and model performance in one dashboard.
Know What’s Working in Your AI Prompts. And Why.
Every AI prompt you optimize generates data-rich developer insights to guide your next move
— no extra effort required.
How AI Prompt Optimization Works
Step 1:
You Plug-In & Prompt
Your prompt is sent with an auto-tuned temperature — no setup needed.
Step 2:
We Optimize in Real Time
DoCoreAI adjusts temperature based on prompt context and role intent — automatically.
Step 3:
You Track Gains Instantly
Get prompt-level insights on savings, performance, and productivity — right in your dashboard.
Made for AI Builders at Every Level
AI Developers
Speed up iteration, reduce costs, and debug LLM prompts faster.
Teams & Orgs
Standardize prompt workflows, monitor usage, and scale AI operations.
Researchers
Use real-world metrics to measure generative AI behavior. Contribute to open insights.
Whether you're a business user or a developer, DoCoreAI helps you save costs, improve prompts,
and make AI work better for you with 15 chart reports.
DoCoreAI has 2 parts: A Python client that automatically optimizes and tracks prompt metrics, and a secure web server (docoreai.com) that displays your metric charts and reports.
Note: The DoCoreAI Python client must be installed and active to sync logs and view reports on the server.
For Non-Technical Users:
- Save on AI Costs: Reduce waste and cut token expenses.
- Easy-to-Read Reports: Visual dashboards to track usage, savings, and trends.
- No Coding Needed: Simple web interface—connect your token key.
- Prompt Improvement Tips: Get clear suggestions to write better prompts.
- Plan Your Budget: Forecast future AI expenses with confidence.
- Team Productivity: Reduce trial and error, save time writing prompts.
- Secure and Private: Business-grade privacy and data protection.
For Developers:
- System Prompt Injection: Test and manage custom system prompts.
- Detailed Logs: Inspect raw prompt logs, usage & JSON/CSV views for analysis..
- API and CLI Integration: Automate log uploads and fetch recommendations.
- Cost Assessment: Estimate token costs before deploying changes.
- Multi-Provider Support: Works with OpenAI (versions: 0.28.1 upto latest) and Groq.
- System Requirement: Requires the DoCoreAI Python client and latest Python (without virtual env) for reports to work properly.
Reduce AI Prompt Costs and Improve Efficiency with DoCoreAI
DoCoreAI makes prompt engineering simpler and more cost-effective by automatically optimizing temperature settings, reducing token waste, and delivering clear, actionable insights. Upgrade from time-consuming manual tuning to streamlined, data-driven workflows designed for teams and developers.
- Repetitive, bloated prompts
- High token usage and cost
- Manual trial-and-error tuning
- No visibility into performance
- Optimized, leaner prompts
- 30–70% token savings
- Auto-tuned temperatures and cost profiling
- Clear dashboards and health scores
DoCoreAI is More Than a Tool — It’s a Shared Mission.
We believe better AI starts with better prompts, transparent costs, and shared knowledge. Your subscription supports open research and education through our DoCoreAI Lab .
Join a community of developers, researchers, and organizations working to make AI more effective, ethical, and accessible.
Get Better Results From AI in Minutes
No credit card required. Improve your AI prompts, cut costs, and track your results instantly.