AI Frameworks
Deep dives into AI frameworks, libraries, and development platforms.
All articles
58 total
Agile AI Delivery
Iterative Development for AI Projects
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
AI Ethics Framework
A structured framework for ethical review and decision-making in AI …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
AI Maturity Model
Assessing Organizational AI Readiness
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
AI Readiness Assessment
Is Your Organization Ready?
Frameworks
Added 24 Mar
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Upd 30 May
·3 min
AI Value Realization
Measuring and Demonstrating ROI from AI Investments
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Architecture Decision Records and Evaluation Methods
Using ADRs and architecture evaluation methods like ATAM to document and …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
AWS Well-Architected AI/ML Lens
Applying Best Practices to Machine Learning
Frameworks
Added 26 Mar
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Upd 30 May
·5 min
BCG AI at Scale
The 10-20-70 Rule for Enterprise AI
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
Build-Measure-Learn for AI
Rapid Experimentation Cycles
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Capability Mapping for AI
Identifying Automation Opportunities
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Compound AI Systems
Architecture Framework for Multi-Model Coordination
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Cost-Benefit Analysis for AI
Building the Business Case
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
CRISP-DM: Cross-Industry Standard Process for Data Mining
The most widely used methodology for data science and machine learning …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Data Fabric Framework
Metadata-Driven Architecture for Connected Data
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Data Sovereignty Framework for AI in the EU
A framework for establishing data sovereignty governance for AI systems …
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
Design Thinking for AI
Human-Centered AI Development
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
DORA
Digital Operational Resilience Act Framework
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Double Diamond for AI
Diverge and Converge Twice
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Enterprise Cloud Governance Framework
A comprehensive framework for governing cloud environments that host AI …
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
EU AI Act Risk Classification Framework
Complete EU AI Act risk classification system: unacceptable, high, …
Frameworks
Added 28 Mar
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Upd 30 May
·5 min
EU Cyber Resilience Act
Overview of the EU Cyber Resilience Act and its implications for AI …
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
Event Storming for AI Use Case Discovery
How to run an Event Storming workshop specifically for discovering AI …
Frameworks
Added 25 Mar
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Upd 30 May
·5 min
From AI Idea to Working Prototype in 3 Workshops
A structured three-workshop methodology that takes an organization from …
Frameworks
Added 24 Mar
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Upd 30 May
·4 min
GDPR Framework for AI and Machine Learning
How GDPR applies to AI/ML systems: lawful basis for training data, data …
Frameworks
Added 28 Mar
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Upd 30 May
·5 min
Global AI Regulatory Landscape
Overview of AI regulation worldwide, covering the EU AI Act, US …
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
IEEE 7000
Standard for Ethical AI Design Processes
Frameworks
Added 28 Mar
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Upd 30 May
·3 min
Impact Mapping for AI Projects
Applying the Why-Who-How-What Impact Mapping framework to AI projects: …
Frameworks
Added 25 Mar
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Upd 30 May
·5 min
Inference-Time Scaling
Optimizing Reasoning at Inference Rather Than Training
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Inverse Conway Maneuver for AI
Designing Teams to Shape Systems
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
ISO/IEC 42001
The First Certifiable AI Management System Standard
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Jobs to Be Done for AI
Discovering AI Opportunities
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
KPI Framework for AI
Measuring AI Impact
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Lean Startup for AI
Validated Learning with AI Products
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Medallion Architecture
Bronze, Silver, Gold Data Quality Layers
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Mixture of Experts
Routing Queries to Specialist Sub-Networks
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Model Risk Management Framework
A comprehensive framework based on SR 11-7 guidance for managing model …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
MoSCoW Prioritization for AI
Must, Should, Could, Won't
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
NIS2 Directive Compliance Framework
NIS2 Directive cybersecurity requirements for essential and important …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
NIST AI Risk Management Framework
Govern, Map, Measure, Manage
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
OECD AI Principles
The International Foundation for Trustworthy AI
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
OKR Framework for AI
Objectives and Key Results
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Prosci ADKAR for AI Adoption
Change Management for AI Transformation
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Release Management
Cadences, Trains, and Versioning
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Responsible AI Framework
A comprehensive framework for implementing responsible AI principles …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
RICE Scoring for AI
Quantitative Use Case Prioritization
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
SAFe for AI
Scaling Agile in AI Programs
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Shift-Left Testing for ML Systems
Moving testing earlier in the development lifecycle for ML projects: TDD …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Software Quality Assurance for AI/ML Projects
Quality planning, metrics, and gates adapted for AI and ML projects …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Software Requirements Engineering for AI Systems
Elicitation, analysis, and specification techniques adapted for AI and …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Stakeholder Mapping for AI
Managing Influence and Alignment
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
SWEBOK V4 Knowledge Areas Overview
Overview of the IEEE Software Engineering Body of Knowledge Version 4, …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
TDSP: Microsoft's Team Data Science Process
A structured, agile methodology for delivering data science and AI …
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Team Topologies for AI
Organizing AI Teams
Frameworks
Added 28 Mar
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Upd 30 May
·5 min
The Use Case Scoring Framework
From 57 Ideas to 3 Prototypes
Frameworks
Added 24 Mar
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Upd 30 May
·4 min
The Well-Architected Framework
Why Every Cloud Provider Has One
Frameworks
Added 26 Mar
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Upd 30 May
·5 min
Value Stream Mapping for AI
Identifying Waste and Opportunity
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Wardley Mapping for AI
Strategic Technology Positioning
Frameworks
Added 28 Mar
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Upd 30 May
·4 min
Waterfall for AI Projects
When Sequential Planning Works
Frameworks
Added 28 Mar
·
Upd 30 May
·4 min
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