AI opportunity assessment
Identify where AI can improve operations, products, and software development—and where it is unlikely to be worth the effort.
Independent AI advisory · Oulu
Put AI to
use.
Practical guidance for companies applying AI to their business—from automating work to changing how software is built. Clear priorities, sound technical judgment, and no unnecessary theatre.
A working principle
Use AI where it creates real leverage.
The work
From possibility to practical advantage.
AI strategy and roadmap
Turn promising opportunities into a focused strategy, technical approach, and realistic roadmap.
AI software and automation
Design reliable AI-enabled software, workflows, and internal tools that fit the way your company actually works.
AI capability and leadership
Help leaders and teams adopt better tools, working methods, and engineering practices for an AI-shaped world.
The principal
Deep technical experience.
Business-minded advice.
Electric Shepherd is led by Miika Moilanen, an AI practitioner and software engineer working with language models since 2017.
He helps companies understand where AI can create meaningful leverage—and turn that understanding into better workflows, stronger software, and informed technical decisions. Every engagement is direct, with no junior handoff, inflated team, or predetermined solution.
Since 2017Building with language models
One-to-oneDirect principal access
FI → WorldRemote, with select on-site work
Selected engagements
Bring the opportunity—or the uncertainty.
Available for focused advisory, hands-on technical work, and fractional leadership for companies putting AI into practice.