01
STEP 01
Foundation & Strategy AlignmentUnderstanding Your Current Business Environment
How do you lay the groundwork for AI success?
M&S Consulting · AI Roadmap
From Data Strategy to Smart Automation
Eight questions, about two minutes. See where your organization stands, and get a personalized roadmap for what to do next.
Step 1 / 8Foundation & Strategy Alignment
STEP 01
Foundation & Strategy Alignment
Understanding Your Current Business Environment
Every successful AI initiative begins with a deep understanding of your organization's current environment. Before you embark on this journey, you must assess the foundation upon which AI will be built.
Weak foundations are the #1 reason AI projects fail.
Strategy check
How clearly is AI tied to your business strategy today?
Pick the option that sounds most like you today, there are no wrong answers.
The 8-Step Roadmap
From ambition to action, in eight steps
This is the roadmap M&S Consulting uses to take organizations from AI ambition to working systems. Here’s the high-level path, the full guide goes deep on each step with the focus areas, examples, and pitfalls we’ve learned in the field.
Get the full guide
02
STEP 02
Data & GovernanceDefining Data, Analytics, and AI Strategy
How do you know if your data is ready for AI?
03
STEP 03
Platform & InfrastructureBuilding a Scalable Data Platform
How are you going to design your data platform?
04
STEP 04
Everyday AI AdoptionUnlocking AI in Everyday Tools
How are you identifying hidden AI features in the systems you already have?
05
STEP 05
ML OpportunityFinding the Right Machine Learning Applications
What are your requirements for an ML app that fits what you're trying to accomplish?
06
STEP 06
ML Delivery MaturityBringing Machine Learning Apps to Life
Where are you going to start training your first ML model?
07
STEP 07
Process AutomationSmart Automation for Smarter Workflows
How and where can automation transform your business?
08
STEP 08
Execution & AdoptionFrom Vision to Execution
How do you deploy AI in your organization with as little friction as possible?
Get the complete guide
The full AI Roadmap, all eight steps with the focus areas, real examples, and the pitfalls we’ve learned in the field. Enter your email and we’ll send you the PDF.
Collaboration starts with conversation. Let’s talk.
Wherever you landed on the roadmap, the next step is a conversation. Tell us where you want AI to take your business and we’ll help you chart the path.
Since 2002, M&S Consulting has been a trusted technology implementation and management partner for commercial and public sector clients, specializing in digital strategy and transformation for critical business functions.