Software, finance tools, and AI systems.

I work on products that turn messy operational work into usable software.

5 Great Filters of Automation or why jobs will exist forever

Any tech must pass a number of filters to work in practice.

On limits of automation: 20% of Jobs are in ROI Nooks

20% of work cannot be automated despite us "having the technology" because it cannot be touched by this technology.

On automation: Every 5th Job is Already Forever Human

Give or take every 5th person in the world today is paid to be the human that they are.

On automation: Full Automation Fallacy

Automation level taxonomies going back 50 years all tend to end with "computer does everything."

On predicting automation: Risk-Rigor framework

A framework for thinking about what gets automated next.

9 AI Trends To Look For in 2018 RPA 2.0 Initiatives

AI trends that were likely to matter for RPA 2.0 initiatives.

Definitive Guide To Cognitive Automation Software Capabilities

A guide to cognitive automation software capabilities.

When will ALL jobs be automated?

A look at researcher forecasts for high-level machine intelligence.