Not AI training —
AX transformation.
KAEI connects AI adoption to real business outcomes for manufacturers, public agencies, and universities — through integrated training, consulting, and execution programs.

You ran the AI workshop —
why didn't the work change?
Most organizations adopt AI training, yet the same problems keep showing up on the floor.
People learned tools but don't know how to apply them to their actual work
Workflows stay the same even after individuals pick up AI skills
Manufacturers' shop-floor, quoting, production, and reporting data live in silos
Agencies run programs but struggle to measure each participating company
Universities nurture startups but can't bridge to commercialization and IR
After training ends, nothing tangible remains in the organization
KAEI designs AX transformation that survives past the workshop.
Four service lines
No two organizations need the same AX. We tailor to your work, people, industry, and goals.
AX Training
Role- and industry-tailored AI programs for executives, managers, operators, startups, and shop-floor staff.
AX Consulting
We diagnose workflow bottlenecks and prioritize AX initiatives by revenue and cost impact.
Smart Factory AX
Improve quoting, costing, production, quality, reporting, marketing, and export operations with AI.
Startup AX Scale-Up
With universities and agencies, level up startups' business plans, market validation, IR, marketing, and MVP.
Who is AX for?

Manufacturers
Automate repetitive quoting, costing, production logs, quality reports, grant applications, and marketing assets.

Public Program Operators
Run participant diagnosis, training, consulting, performance tracking, and reporting end-to-end.

Universities & Incubators
Help startups level up planning, validation, IR, and marketing execution with AI.
Our 6-step AX transformation
From field diagnosis to operations and scale — a six-step system that leaves results behind.
Field diagnosis
Analyze workflows, team structure, data flow, repetitive work, and revenue drivers.
Prioritize initiatives
Rank by revenue lift, cost savings, time saved, and quality improvement.
Tailored training
Programs designed for executives, managers, operators, and startups.
Apply automation
Build real deliverables — reports, quotes, market research, content, CRM.
Measure outcomes
Track work time, cost, content output, lead time, and revenue impact.
Operate & scale
Establish an operating system so the organization keeps using AI.
AX has to be proven by results.
An AX institute that knows the field
KAEI is not a lecture-driven academy. We work side-by-side with manufacturers, SMEs, startups, brand companies, and public agencies on real problems — connecting training, consulting, execution, and outcome management into one program.
Need an AX program tailored to your organization?
KAEI designs everything from field diagnosis through training, consulting, and outcome management.
