CLOUD CALIBRE CONSULTING – Where AI Engineering Meets Market Strategy
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AI Resources & Tools

Free Guides, Tools, and Knowledge

AI Readiness Checklist
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Self-assess your organization's AI readiness. 25-point checklist covering infrastructure, data, team, and processes with scoring system to identify gaps.

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AI ROI Calculator
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Calculate potential ROI for common AI use cases: process automation, predictive maintenance, customer service chatbot, and quality control.

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GenAI Vendor Comparison
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Compare OpenAI (GPT-4), Anthropic (Claude), Google (Gemini), and open-source options (Llama, Mistral). Includes pricing, capabilities, and compliance considerations.

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Prompt Engineering Cheatsheet
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Get better results from ChatGPT and other LLMs. 20 proven prompt templates with do's and don'ts plus industry-specific examples.

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AI (Artificial Intelligence) is the broad field of making machines intelligent. ML (Machine Learning) is a subset where systems learn from data. GenAI (Generative AI) is a subset that creates new content like text, images, or code.

Simple automation: 2-4 weeks • Custom models: 6-12 weeks • Enterprise systems: 3-6 months

Not necessarily. We can build and hand over systems your existing IT team can maintain. For ongoing needs, consider our Fractional AI Advisor service.

Cost reduction projects: 3-6 months • Revenue generation: 6-12 months • Strategic positioning: 12-24 months
GLOSSARY

Common AI Terms Explained

  • LLM (Large Language Model)

    AI trained on text (like ChatGPT)

  • RAG (Retrieval Augmented Generation)

    LLM + your documents

  • Fine-tuning

    Customizing a model for specific tasks

  • Prompt Engineering

    Crafting instructions for better AI outputs

  • Computer Vision

    AI that 'sees' and analyzes images

  • NLP (Natural Language Processing)

    AI that understands text/speech

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