Turn AI Pilots Into
Production Reality
Expert consulting to help your organization implement the Applied AI Framework™ and
deliver measurable, scalable AI solutions—without the endless pilot purgatory.
87%
OF AI PILOTS FAIL TO REACH
PRODUCTION
6-18 mo
AVERAGE TIME STUCK IN PILOT
PURGATORY
$2.5m
AVERAGE COST OF FAILED AI
INITIATIVES
The Three Failure Modes
Killing Your AI Initiatives
Traditional software methodologies fail for AI. We’ve seen these patterns destroy
millions in investment—and we know exactly how to prevent them.
Pilot Purgatory
AI models work in notebooks but never reach production deployment
87% of AI projects fail to scale…
Training/Serving Skew
Models degrade catastrophically after deployment due to data misalignment
60% accuracy drop post-launch…
Unquantified Value
High accuracy models that deliver zero measurable business impact
$0 ROI despite +95% accuracy…
The Applied AI Framework™
A practitioner-born methodology designed to eliminate the three failure modes and deliver measurable, scalable AI solutions.
Envision
Validate business value and align AI initiatives with strategic goals before writing a single line of code.
Explore
Time-boxed discovery to validate feasibility, viability, and usability—killing bad ideas fast to save resources.
Execute
Progressive validation through pilot, A/B testing, and scale—proving ROI before full deployment.