Experiments

AI-assisted tools, workflows, and systems built from human insight and real-world problems.

Live experiments

AI-assisted experiment · Live

Per My Last Message

People often know exactly what they want to say at work, but need help turning it into something they can actually send.

A communication tool that turns the version in your head into something clear, professional, and sendable.

View experiment → Try it live ↗

AI-assisted experiment · Live

Say Less

People can be clear about what they mean and still struggle to say it in a way their partner can receive.

A relationship tool that helps you say what you mean so it lands the way you intended.

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AI-assisted experiment · Live · Grab Your Y

What's Good

We feel the whole spectrum of emotion, but a lot of us only carry a few words for it: mad, stressed, tired, good.

A reflection tool that helps you move from raw language into clearer emotional language, slowing down to notice what you're feeling and find better words for it. A mirror, not therapy or diagnosis.

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In development

An audio waveform representing podcast-style audio

In Development · Concept, 2024

Audio companions for newsletters

Organizations pour real effort into newsletters that mostly go unread, and often cannot even tell who is reading.

A way to turn an organization's existing written updates into short, podcast-style audio, delivered in a leader's own voice and in multiple languages, ready to embed in the newsletter and share on social, with listening you can actually measure. As audiences shift from reading to listening, 55% of Americans now consume podcasts monthly and the weekly audience has more than doubled since 2017, it meets people where their attention is going. A concept I first developed in 2024.

Bring me a newsletter, let's talk →

Explorations

Credible areas of exploration drawn from organizational experience, not finished case studies yet.

Agreements & documents

Reviewing contracts, leases, MOUs, and vendor agreements for what matters.

Grants & RFPs

Extracting requirements and comparing them against organizational priorities.

Meetings & follow-through

Summaries, decisions, and the ownership needed to make them stick.

Operations

Administrative and reconciliation workflows that quietly drain capacity.

Have a recurring process or problem worth examining?

Bring me the context. We can determine whether it needs a better workflow, a practical tool, clearer ownership, or something else entirely.

Start a conversation →