Thinkscoop

Guides & playbooks

Practical frameworks,
free to use

Everything we've learned shipping production AI - distilled into playbooks, checklists, and frameworks you can use on your next project.

6
Guides available
3
Completely free
112+
Pages of content
AllAgentic AIRAGLLMOpsStrategySecurityEngineering

Full playbooks - free download

The Agentic AI Delivery Playbook
Agentic AI32 pages
Free download

The Agentic AI Delivery Playbook

End-to-end framework for taking an AI agent from discovery to production. Includes scoping templates, architecture patterns, eval harness design, and go-live checklist.

Download free
LLMOps Starter Kit
LLMOps24 pages
Free download

LLMOps Starter Kit

Step-by-step guide to setting up evaluation pipelines, monitoring dashboards, and cost tracking for your first production LLM system.

Download free
Prompt Engineering for Production Systems
Engineering20 pages
Free download

Prompt Engineering for Production Systems

Beyond one-shot prompts: systematic prompt design, versioning, testing, and optimisation for production LLM systems that need to be reliable and maintainable.

Download free

Checklists & frameworks - read online

RAG Evaluation Checklist
RAG12 pages

RAG Evaluation Checklist

Practical checklist for evaluating RAG systems before and after deployment. Covers chunking quality, retrieval precision, answer faithfulness, and hallucination rate.

Read guide
AI Use Case Prioritisation Framework
Strategy8 pages

AI Use Case Prioritisation Framework

Score and rank AI use cases by business impact, data readiness, technical complexity, and time-to-value. Includes the full scoring matrix template.

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Enterprise AI Security Checklist
Security16 pages

Enterprise AI Security Checklist

The security, data governance, and compliance checklist for enterprise AI deployments. Covers data perimeter, access control, audit logging, and model risk.

Read guide

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