Tools
AI Tools & Calculators
Free tools to help you evaluate AI opportunities, compare technologies, and estimate costs.
AI Readiness Assessment
Free assessment tool that evaluates your organization's AI readiness across data, infrastructure, talent, and strategy dimensions. Input: answer 15-20 questions about your current tech stack and data maturity. Output: a scored readiness report with prioritized recommendations. See our resource article on AI readiness for methodology details.
RAG vs Fine-Tuning Calculator
Compare the costs, latency, and accuracy trade-offs between RAG and fine-tuning for your specific use case. Input: your data volume, query patterns, and latency requirements. Output: a side-by-side cost and performance projection for both approaches. Links to our RAG vs Fine-Tuning deep dive for full context.
AI ROI Calculator
Estimate the return on investment for an AI project based on your industry, use case, and implementation approach. Input: current process costs, team size, and target automation rate. Output: projected ROI, payback period, and total cost of ownership over 12-36 months.
Model Comparison Tool
Compare AI models side-by-side on performance, pricing, and capabilities for your specific use case. Input: select 2-4 models and your priority criteria. Output: a comparison matrix with benchmark scores, pricing breakdowns, and a recommendation. Powered by the same data behind our comparison articles.
Try it →Prompt Engineering Playground
Test and optimize prompts across multiple models with automated evaluation and version tracking. Input: your prompt template and test cases. Output: side-by-side model responses with quality scoring and iteration history.
AI Compliance Checker
Check your AI system against HIPAA, SOC 2, GDPR, and EU AI Act requirements with actionable recommendations. Input: your AI system architecture and data handling practices. Output: a compliance gap analysis with remediation steps ranked by priority.
Vector Database Selector
Answer a few questions about your use case and get a recommendation for the best vector database. Input: your data scale, query type, hosting preference, and budget. Output: a ranked recommendation of vector databases with pros/cons for your scenario. See our vector database comparison for detailed analysis.
AI Cost Estimator
Estimate the total cost of ownership for AI projects including infrastructure, development, maintenance, and scaling. Input: project scope, team size, model choice, and hosting preference. Output: itemized cost breakdown across build, deploy, and maintain phases over 12-24 months.