Κέντρο γνώσης AI

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Οδηγοί, πρότυπα και εργαλεία για να επιταχύνετε το ταξίδι AI σας. Δωρεάν πόροι από πραγματική εμπειρία.

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Συμμόρφωση EU AI Act: Αύγουστος 2026

Τα συστήματα AI υψηλού κινδύνου πρέπει να συμμορφωθούν μέχρι τον Αύγουστο 2026. Προετοιμαστείτε με τον αναλυτικό οδηγό και τη λίστα ελέγχου 47 σημείων.

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Οδηγοί

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

Διαβάστε Τώρα

Οδηγοί

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

Διαβάστε Τώρα

Οδηγοί

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

Διαβάστε Τώρα

Οδηγοί

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

Διαβάστε Τώρα

Πρότυπα

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

Διαβάστε Τώρα

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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.

Διαβάστε Τώρα

Οδηγοί•Συμμόρφωση

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.

Οδηγοί•Τεχνικό

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.

Οδηγοί•Τεχνικό

AI Agent Implementation Guide: From Architecture to Production

Οδηγοί•Ασφάλεια

AI Security & Red-Teaming Playbook

Οδηγοί•Τεχνικό

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.

Οδηγοί•Δεδομένα

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.

Οδηγοί•Στρατηγική

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.

Οδηγοί•Στρατηγική

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

Οδηγοί•Τεχνικό

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•Στρατηγική

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•Συμμόρφωση

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

Πρότυπα•Στρατηγική

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.

Πρότυπα•Στρατηγική

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.

Πρότυπα•Υλοποίηση

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

Πρότυπα•Στρατηγική

AI Use Case Prioritization Framework

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

xlsx

Checklists•Συμμόρφωση

EU AI Act Compliance Checklist: 47 Requirements Before August 2026

pdf

Checklists•Στρατηγική

AI Readiness Assessment Checklist

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

pdf

Checklists•Ασφάλεια

AI System Security Checklist

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

pdf

Πρότυπα•Ηγεσία

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.

Πρότυπα•Ηγεσία

One-Page Strategic Plan Template

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

Πρότυπα•Ηγεσία

6Ws Strategy Worksheet

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

Οδηγοί•Ηγεσία

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.

Πρότυπα•Ηγεσία

Meeting Maximizer Template

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

Checklists•Ηγεσία

Leadership Accountability Checklist

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

Οδηγοί•Ηγεσία

Feed Forward: The Future-Focused Feedback Guide

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

Webinars•Συμμόρφωση

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•Τεχνικό

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•Τεχνικό

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•Ασφάλεια

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•Στρατηγική

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.

Μελέτες Περίπτωσης•Τεχνικό

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.

Μελέτες Περίπτωσης•Υλοποίηση

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.

Μελέτες Περίπτωσης•Συμμόρφωση

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.

Μελέτες Περίπτωσης•Στρατηγική

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.

Μελέτες Περίπτωσης•Υλοποίηση

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.

Μελέτες Περίπτωσης•Τεχνικό

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.

Άρθρα Blog•Τεχνικό

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.

Άρθρα Blog•Ασφάλεια

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.

Άρθρα Blog•Τεχνικό

RAG Optimization for Production: Best Practices in 2026

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

Άρθρα Blog•Συμμόρφωση

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.

Άρθρα Blog•Συμμόρφωση

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.

Άρθρα Blog•Τεχνικό

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.

Άρθρα Blog•Τεχνικό

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.

Άρθρα Blog•Τεχνικό

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.

Άρθρα Blog•Στρατηγική

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.

Άρθρα Blog•Στρατηγική

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.

Άρθρα Blog•Στρατηγική

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.

Άρθρα Blog•Στρατηγική

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.

Πακέτα Κλάδου•Κλάδος

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.

Πακέτα Κλάδου•Κλάδος

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.

Πακέτα Κλάδου•Κλάδος

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.

Πακέτα Κλάδου•Κλάδος

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.

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Συμμόρφωση EU AI Act: Αύγουστος 2026