efficiency.love
AI automation studio, built in the open

Your best people are doing work a machine should be doing.

I build AI agents that take the repetitive work off your team and wire it into the tools you already use. You keep the judgment. The busywork runs itself. Most teams get 10+ hours back a week.

// No commitment. If I can't find 10 hours to save, the audit is free.
agents/inbox-triage.log live
09:41  new email · vendor invoice #4471
extract line items ................ ok
match PO in accounting ......... ok
flag mismatch ($120) ........ ok
draft reply to A/P .......... ok
09:41  saved 6 min · zero human touch
today · 14 tasks handled 3h 12m reclaimed
01  Audit the busywork 02  Build the agents 03  Reclaim the hours Priced on the result, not the hour.

Every team has work that a person shouldn't be doing: the copy-paste, the re-typing, the chasing, the reports nobody wants to build. It quietly eats a day a week. I find that work and I hand it to agents that do it correctly, every time, without being watched.

The method

Three steps. One is yours, and it's easy.

01

Audit

A 20-minute call. I map the repetitive tasks eating your team's week, then tell you exactly which ones an agent can take, and how many hours that gives back.

02

Build

I wire AI agents into the tools you already use — email, CRM, docs, spreadsheets — so the work gets done automatically. They hand tasks to each other, so a whole process runs end to end, not just one step.

03

Reclaim

Your team gets the hours back and the work keeps running without anyone babysitting it. You see exactly what got automated and how much time it saved. No black box.

Why this works

  • Agents plug into your real tools using the same open protocols the big AI platforms run on, not a walled-off chatbot.
  • They hand work to each other, so an entire process runs start to finish, not one lonely step.
  • Every run is logged. You see what was automated and the minutes it saved. No mystery, no faith required.

What you can trust

  • Live, working systems you can watch run — not a slide deck of promises.
  • Built in the open. The automations ship where you can see them.
  • Start with one process, measured in hours saved, before you commit to more.
Proof, not promises

A few agents, caught working.

// Placeholder runs. Real public build logs land here as engagements ship.
Pricing

Priced on the result, not the hour.

Buildout

Fixed-scope project

One process, mapped and automated for a flat price agreed up front. You know the cost and the hours it gives back before I start.

// Scoped on the audit call.
Ongoing

Monthly plan

A simple monthly fee to keep your agents running, watched, and improving — and to add new ones as you find more work worth handing off.

// Cancel anytime. You pay for hours reclaimed.
Field Notes

Every automation, shipped in the open.

// Written build logs and short videos. The blog lives here at efficiency.love/notes.

Tell me the one task you wish would just do itself.

Book your 20-minute audit
// Or email hello@efficiency.love. If I can't find 10 hours to save, the audit is free.