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Resource Library

Guides, templates, and tools to accelerate your AI journey. Free resources built from real-world experience delivering enterprise AI.

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EU AI Act Compliance: August 2026

High-risk AI systems must comply by August 2026. Get prepared with our comprehensive guide and 47-point compliance checklist.

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Featured Resources

Our most popular guides and templates

Guides

The Complete Guide to EU AI Act Compliance

The definitive resource for understanding Europe's landmark AI regulation. Covers risk classification, technical requirements, penalties, and step-by-step compliance guidance. Updated for 2026.

25 min read

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Guides

Production RAG Implementation Guide

Build retrieval-augmented generation systems that actually work in production. Covers architecture, chunking, embeddings, vector databases, retrieval strategies, and evaluation frameworks.

35 min read

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Guides

AI Agent Implementation Guide: From Architecture to Production

Everything you need to build production AI agents. Covers ReAct, tool-use, and multi-agent architectures. Includes framework comparison (LangGraph, CrewAI, OpenAI Agents SDK), guardrails, evaluation, and deployment patterns.

40 min read

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Guides

AI Security & Red-Teaming Playbook

Protect your AI systems from prompt injection, jailbreaks, data poisoning, and model theft. Covers OWASP LLM Top 10, adversarial testing methodologies, and defense-in-depth strategies for production AI.

35 min read

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Templates

AI Business Case Template & Methodology

Build a bulletproof AI business case. Includes cost modeling framework, ROI projections, risk quantification, stakeholder alignment templates, and a 12-month implementation timeline.

20 min read

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Free with email

Checklists

EU AI Act Compliance Checklist: 47 Requirements Before August 2026

The definitive compliance checklist for EU AI Act. Covers system inventory, risk classification, documentation requirements, and implementation timeline. Used by our clients to achieve audit-ready compliance.

Read Now

Guides•Compliance

The Complete Guide to EU AI Act Compliance

The definitive resource for understanding Europe's landmark AI regulation. Covers risk classification, technical requirements, penalties, and step-by-step compliance guidance. Updated for 2026.

Guides•Technical

Production RAG Implementation Guide

Build retrieval-augmented generation systems that actually work in production. Covers architecture, chunking, embeddings, vector databases, retrieval strategies, and evaluation frameworks.

Guides•Technical

AI Agent Implementation Guide: From Architecture to Production

Guides•Security

AI Security & Red-Teaming Playbook

Guides•Technical

LLM Cost Optimization: The Engineering Guide

Cut your LLM costs by 60-90% without sacrificing quality. Covers model routing, semantic caching, prompt compression, batch inference, fine-tuning vs. prompting economics, and real-world cost monitoring dashboards.

Guides•Data

Data Strategy for AI: The Complete Playbook

Most AI projects fail on data, not models. This playbook covers data quality assessment, labeling strategies, synthetic data generation, data governance frameworks, and privacy-preserving ML techniques.

Guides•Strategy

AI Readiness Assessment: Methodology & Benchmarks

Understand how to measure your organization's AI readiness across 5 dimensions: data maturity, technical infrastructure, talent, governance, and culture. Includes industry benchmarks and a scoring methodology.

Guides•Strategy

The Complete AI Strategy Framework for Enterprise

A comprehensive guide to developing and executing an AI strategy that delivers measurable business value. Includes assessment templates, prioritization matrices, and implementation roadmaps.

pdf

Guides•Technical

Production LLM Integration Patterns

Best practices for integrating Large Language Models into production systems. Covers RAG architectures, prompt engineering, evaluation frameworks, and cost optimization.

pdf

Whitepapers•Strategy

The ROI of AI Transformation: A Data-Driven Analysis

Research-backed analysis of AI ROI across industries. Includes benchmarks, success factors, and common pitfalls based on 50+ enterprise AI projects.

pdf

Whitepapers•Compliance

AI Governance for the Enterprise: Building Trust at Scale

How leading enterprises are building AI governance frameworks that balance innovation with risk management. Includes organizational structures and policy templates.

pdf

Templates•Strategy

AI Business Case Template & Methodology

Build a bulletproof AI business case. Includes cost modeling framework, ROI projections, risk quantification, stakeholder alignment templates, and a 12-month implementation timeline.

Templates•Strategy

AI Vendor & Model Selection Matrix

Compare AI vendors and models objectively with this weighted scoring framework. Covers technical capabilities, pricing, support, security, and strategic fit across 40+ evaluation criteria.

Templates•Implementation

AI Project Charter Template

Kick off your AI project right with this comprehensive charter template. Includes sections for objectives, success metrics, risks, and resource requirements.

docx

Templates•Strategy

AI Use Case Prioritization Framework

Prioritize AI use cases using value vs. complexity analysis. Includes scoring criteria and visualization templates.

xlsx

Checklists•Compliance

EU AI Act Compliance Checklist: 47 Requirements Before August 2026

pdf

Checklists•Strategy

AI Readiness Assessment Checklist

Evaluate your organization's AI readiness across data, technology, people, and governance dimensions.

pdf

Checklists•Security

AI System Security Checklist

Ensure your AI systems are secure with this comprehensive checklist covering data protection, model security, and access controls.

pdf

Templates•Leadership

OKR Template Library: 10 Department Templates

Ready-to-use OKR templates for Engineering, Product, Marketing, Sales, and 6 more departments. Built on Andy Grove's 7 principles.

Templates•Leadership

One-Page Strategic Plan Template

Condense your entire strategy onto a single page. Includes vision, mission, strategic priorities, OKRs, and quarterly milestones.

Templates•Leadership

6Ws Strategy Worksheet

A structured strategy worksheet using the Who, What, When, Where, Why, and hoW framework for clear strategic thinking.

Guides•Leadership

Powerful Questions for Strategy Meetings

21 transformative questions that will change the quality of your strategy meetings. Organized by topic: vision, execution, team, and growth.

Templates•Leadership

Meeting Maximizer Template

Stop wasting time in meetings. This template ensures every meeting has a clear agenda, time-boxed sections, and actionable outcomes.

Checklists•Leadership

Leadership Accountability Checklist

A weekly and monthly accountability checklist for tech leaders. Covers team health, delivery, strategic alignment, and personal development.

Guides•Leadership

Feed Forward: The Future-Focused Feedback Guide

Replace backward-looking feedback with forward-looking suggestions. Based on Marshall Goldsmith's Feed Forward methodology.

Webinars•Compliance

EU AI Act Countdown: What to Do Before August 2026

Recorded walkthrough of the EU AI Act compliance timeline, with live Q&A answers covering risk classification, documentation requirements, and common pitfalls for high-risk AI systems.

Webinars•Technical

RAG in Production: Optimization Best Practices

Deep technical walkthrough of RAG optimization: chunking strategies, hybrid retrieval, reranking, evaluation metrics, and real-world performance benchmarks from production deployments.

Webinars•Technical

Building Agentic AI Systems That Actually Work

From toy demos to production agents: architecture patterns, failure modes, human-in-the-loop design, and cost management for autonomous AI systems.

Webinars•Security

Prompt Injection Defense: A Live Engineering Session

Live demonstration of prompt injection attacks and defenses. Covers input/output filtering, system prompt hardening, canary tokens, and defense-in-depth strategies.

Webinars•Strategy

Why 70% of AI Projects Fail (And How to Fix It)

Analysis of the most common AI project failure modes: unclear business objectives, data quality issues, talent gaps, and organizational misalignment. Includes actionable prevention strategies.

Case Studies•Technical

Auralink: Enterprise EV Charging Platform

302+ microservices, 31 AI models, built by 1 developer in 2 months. Full-stack architecture case study covering cloud platform, AI/ML pipeline, and edge computing.

Case Studies•Implementation

From AI Pilot Graveyard to Production: 4 Systems in 90 Days

€800K spent on 6 pilots, zero in production. How we diagnosed, triaged, and shipped 4 AI systems in 12 weeks using the UNBLOCK Framework.

Case Studies•Compliance

EU AI Act Compliance in Financial Services

How we achieved EU AI Act compliance for 40-60 high-risk AI systems using the GOVERN Framework. Covers discovery, classification, technical measures, and audit preparation.

Case Studies•Strategy

Series A to B: The AI Architecture That Passed Due Diligence

From GPT wrapper to investable AI platform — $22M Series B raised after 90-day architecture transformation. Covers technical debt elimination, SOC 2 readiness, and investor narrative.

Case Studies•Implementation

Industrial AI Transformation: Pilot to Production

How we help manufacturers escape pilot purgatory — 90 days to production using the UNBLOCK Framework. Covers MLOps, data quality, and capability transfer.

Case Studies•Technical

Smart City AI Platform: Edge-to-Cloud Architecture

How we build sovereign AI platforms for smart city and national transformation initiatives. Covers edge AI infrastructure, cloud analytics, and integration with local systems.

Blog Posts•Technical

Agentic AI in Production: Building Autonomous Systems That Actually Work

From single-shot prompts to multi-step autonomous agents. Covers architecture patterns, failure modes, human-in-the-loop design, and cost management.

Blog Posts•Security

Prompt Injection Defense: A Production Engineering Guide

Comprehensive engineering guide to defending against prompt injection attacks. Covers input sanitization, output filtering, system prompt hardening, and monitoring.

Blog Posts•Technical

RAG Optimization for Production: Best Practices in 2026

Advanced RAG optimization techniques: hybrid retrieval, reranking, query decomposition, context window management, and evaluation metrics.

Blog Posts•Compliance

EU AI Act Countdown: What to Do Before August 2026

Month-by-month compliance roadmap for the EU AI Act. Prioritized action items for AI system operators and providers.

Blog Posts•Compliance

EU AI Act Compliance: The Complete Guide for August 2026

Everything you need to know about EU AI Act compliance deadlines, requirements, and penalties. Updated for the August 2026 enforcement date.

Blog Posts•Technical

Open Source LLMs for Enterprise: The Complete 2026 Guide

Comprehensive comparison of open source LLMs for enterprise use. Covers Llama, Mistral, Qwen, and others. Includes deployment patterns, licensing, and TCO analysis.

Blog Posts•Technical

Edge AI in Manufacturing: From Pilot to Production

How to deploy AI at the edge in manufacturing environments. Covers hardware selection, model optimization, connectivity patterns, and monitoring.

Blog Posts•Technical

Small Language Models for Enterprise: The 2026 Guide

Why smaller models often beat GPT-4 for specific tasks. Covers SLM selection, fine-tuning, deployment, and when to use small vs. large models.

Blog Posts•Strategy

Why 70% of AI Projects Fail (And It's Not the Technology)

The real reasons AI projects fail: unclear objectives, data quality issues, talent gaps, and organizational misalignment. Includes prevention strategies.

Blog Posts•Strategy

Build vs. Buy AI: The Total Cost of Ownership Framework

A rigorous TCO framework for the build vs. buy decision. Covers hidden costs, capability building, vendor lock-in, and decision matrices.

Blog Posts•Strategy

AI Readiness by Industry: 2026 Benchmark Report

Industry-by-industry AI readiness benchmarks. See how your sector compares across data maturity, technical infrastructure, talent, and governance.

Blog Posts•Strategy

AI Product Management in 2026: The New Skills Enterprise PMs Need

How product management is evolving with AI. Covers prompt engineering for PMs, evaluation-driven development, probabilistic thinking, and AI-native product design.

Industry Packs•Industry

AI in Manufacturing Starter Pack

Everything a manufacturing leader needs: edge AI deployment guide, pilot-to-production case study, readiness checklist, and ROI framework — curated for factory floor AI.

Industry Packs•Industry

AI in Financial Services Starter Pack

Curated for banking, insurance, and fintech: EU AI Act compliance for financial services, risk AI case study, vendor evaluation matrix, and governance framework.

Industry Packs•Industry

AI in Healthcare Starter Pack

Curated for healthcare and life sciences: data strategy playbook, AI governance whitepaper, security checklist, and readiness assessment — with healthcare-specific considerations.

Industry Packs•Industry

AI in Automotive Starter Pack

Curated for automotive and mobility: SDV architecture insights, edge AI manufacturing guide, industrial AI case study, and AI strategy framework.

Need Custom Guidance?

These resources provide a starting point. For guidance tailored to your specific situation, let's talk.