Consulting

AI development and operations consulting

This is the part of my work you can hire. AI for aviation and logistics, inspection and computer vision, IoT, and small and mid-sized companies, with the airline operations discipline that runs through everything else on this site.

Aviation & Logistics Operations AI

Drone operations management, delivery route optimization, operations analytics and anomaly detection.

Inspection & Vision AI

Defect detection from photographs and video for facades, infrastructure and manufacturing, with automated reports.

IoT Integration & Automated Insights

Sensor data to dashboards, predictive maintenance and alerts that arrive with the recommended action.

AI for Small and Mid-Sized Businesses

Document automation, internal AI assistants, generative AI adoption that lasts, and training.

Airffic Shift

AI shift scheduling built on the airline crew-rostering model.

How I work

Pricing guide

Workflow improvement, implemented

from ¥50,000
one workflow, about 2 weeks

One task automated end to end on your real data, with the hours saved measured. The usual first step.

Whole-operation architecture, implemented

from ¥300,000
scoped to the operation

The operation redesigned as a system, with the tooling built and the procedures written.

Training (half day)

from ¥30,000
per session, up to 30 people

Executive strategy sessions or hands-on workshops for frontline teams.

Monthly maintenance & improvement

from ¥20,000
monthly

Monitoring, accuracy improvement and small additions after release.

Indicative. A formal quote follows once requirements are defined.

From first conversation to going live

  1. Free consultationYour challenges, goals and budget. 30 minutes.
  2. Proposal and quoteThe right solution and a clear cost estimate.
  3. Workflow improvementOne task, about two weeks: implement, measure.
  4. Whole-operation architectureThe full process, built in stages.
  5. Operate and improveContinuous support after release.

Frequently asked questions

Who is this for? Do we need to be a large company?

Mainly small and mid-sized companies. You do not need an AI or IT department; the two-week proof of concept exists precisely so a team without one can find out whether its work can be automated before spending on a build.

We do not yet know what AI could do for us. Can we still talk?

That is the most useful stage to talk. In the free 30-minute consultation I hear how work flows today and separate the steps AI can take over from the ones where it will not pay back. There is no proposal that assumes a purchase.

Which areas do you cover?

Aviation and logistics operations (operations control, route optimization, operational data), inspection and computer vision (facade and equipment defects, infrastructure), IoT (sensor data, dashboards, alerts) and operational efficiency for SMEs (generative AI, RPA, rostering).

What does it cost?

It depends on the scope and on integration with existing systems. The recommended path is one workflow improvement first (from ¥50,000), then the whole-operation architecture once the effect is visible. The pricing guide above gives the ranges.

Book a free 30-minute consultation

In English or Japanese. No pitch.