← All work

A daily digest that ranks new research and acts when you reply to it.

A scheduled agent reads newly published research, ranks it by relevance, and emails a digest. Replying to that email commits further work, so the inbox becomes the interface.

Runs on Scheduled agents Classification pipeline Relevance ranking Email loop Reply to act
Internal Research Digest Scanner
Cadence Daily Interface Email Ranking Automatic Runs Unattended

The challenge

Keeping current means either reading everything or missing what matters. Both are the same failure at different costs.

Tools that solve this usually add a dashboard, which becomes one more place to check. The reading problem gets replaced by a checking problem.

01 Ranking had to be automatic, because a list nobody trusts gets read like an unsorted one.
02 The output had to arrive somewhere already checked daily, not at a new destination.
03 Acting on an item had to take one step, not a login.

The system

01

Collect

A scheduled agent pulls newly published articles each day, without anyone maintaining a list of sources by hand.

02

Rank

Each article is scored for relevance and priority, so the top of the digest is worth reading and the rest is optional.

03

Deliver

The digest arrives by email, which is already open, rather than in a dashboard that becomes another thing to remember.

04

Act

Replying to the digest commits further agent work, so the response happens exactly where the decision was made.

How it works under the hood

Email is doing real work here rather than just delivery. Because a reply can trigger an action, the human stays in the loop without a second interface, and the whole system needs no front end at all.

The inbox is the interface.

Every dashboard is a place someone has to remember to visit. Delivering into a channel already checked daily removes that failure mode entirely.

What this means for your business

Reading that scales

Any recurring pile of documents can be ranked before a human sees it, which turns reading from a duty into a choice.

No new destination

Delivering into email or chat means adoption is automatic, because nobody has to change what they already open.

Human in the loop, cheaply

Reply to act keeps judgement with a person while removing the overhead of logging in somewhere to exercise it.

Put the reading on a schedule.

We build and run these systems ourselves, so you are hiring people who operate the thing rather than specify it. Tell us what your team reads and what it delays.

Book a call

Thirty minutes on what runs manually today. We follow up by email and send a proposal with scope and a fixed price before any work starts.

Or hire us through Upwork ↗