Making AI Work Interactive Assessment

Take a free, interactive assessment of your AI product/service. The assessment score is based on the “Making AI Work” strategic guide. (More information on the guide can be found below.)

Note: You will NOT be asked for contact information to receive your free assessment score. You will have further opportunity to receive a detailed report after completing the free assessment.


Production-Ready AI Solution Framework

While 80% of AI projects never reach production deployment, the problem isn’t the technology – it’s the implementation approach. Organizations invest billions in AI initiatives that work perfectly in demos but fail catastrophically when deployed to real users, enterprise data, and business-critical operations. The Production-Ready AI Solution Framework systematically addresses this gap through 15 core elements across five critical areas: Foundation & Planning, Data & AI Core, System Integration & Reliability, Operations & Visibility, and User Adoption & Success. Production-ready AI isn’t about better algorithms—it’s about better engineering discipline that ensures systems work reliably in your business environment, protect your data and reputation, and scale with your growth.

The Framework is designed for Executives, Architects, Engineers… anyone who want to increase the chance of success for an AI project when it is deployed into production.

Why should AI enthusiasts care?
  • It addresses a massive, real problem.
  • It fills a critical gap in the market.
  • It takes a systems thinking approach.
  • It’s actionable and measurable.
  • The timing is crucial.

Making AI Work:
A Strategic Guide for Businesses

Strategy, Structure, and Success for Modern Businesses

A practical guide for business leaders who want to implement AI successfully. Written for organizations that need to understand what it actually takes to deploy AI systems that deliver real business value, maintain security and compliance, and integrate effectively with existing operations. Covers nine essential areas from business value planning to user adoption, with honest insights about challenges and realistic approaches to address them. Designed to help you make informed decisions about AI deployment without the hype or oversimplification found in most AI business content.

Foundation & Strategy

  1. Business Value & ROI Management
  2. Compliance & Risk Management
  3. Infrastructure Strategy

Implementation & Operations

  1. AI System Selection & Management
  2. Integration & Security
  3. Performance & Reliability
  4. Data Pipeline Management

Adoption & Growth

  1. User Experience & Training
  2. Change Management & Evolution