Free · 15 minutes · any kind of team
Not sure what AI can do for you? Scout your Slack.
Scout reads the channels you choose and turns three months of real work into an Agentic Work Report: the specific jobs worth handing to AI, the flows they'd run, the tools they'd need, and the people who'd keep them honest. Agencies, law firms, studios, brokerages — if your work happens in Slack, Scout finds where AI fits.
Read-only analysis · messages deleted after the report is built · how we handle your data
How it works
Install & pick channels
Add Scout to Slack and choose which channels to analyze — 3 or 50, public or private. Nothing is read until you say so.
Scout learns from the history
It detects the atomic skills your team exercises, the recurring flows they compose, and — crucially — the corrections and rework in your threads: the lessons an agent must be taught before it starts. If something's ambiguous, it asks you before writing a word.
Get the Agentic Work Report
A shareable report naming your AI workers: their roles, their flows, the exact tool access each needs, and the teammates who should steer them. Export it as a PDF or download the agent kit.
What's in the report
The point isn't “agents will replace your team.” It's a concrete plan for agents that collaborate with your team — with humans in charge at every step.
Named workers, built from skills
Not “AI can help!” — a team: an intake coordinator, a reporting analyst, a traffic manager. Each assembled from atomic skills we actually observed, with your people as the named teachers.
Tool access, scoped to the minimum
Per flow: which tools, read or write, and which specific projects, boards, and folders. The table your IT admin will actually ask for.
The humans in the loop
The subject-matter experts who should steer each worker, the approvers who sign off, and where a human decision always remains.
Honest numbers, verified with you
Hours grounded in observed message volume, confidence levels on every flow — and when something needs a human sanity-check, Scout asks you before the report is written. Anything you skip becomes a stated assumption, never a silent guess.
Built to be shared
A live link for your team, a clean PDF for leadership, and stats that make the case for you.
The agent kit
A zip of harness-agnostic agent specs — drop one into Claude, your own agent loop, or an Ergoly Worker and get value this week.
Built for the admin who has to say yes
- Read-only scopes; the only write is joining the public channels you pick.
- You choose every channel. Private channels require an explicit invite.
- Messages are processed transiently and deleted once your report is built.
- Reports paraphrase — no verbatim quotes, no client names in evidence.
Find out what your team's week is really made of.
Not ready to install? Get Ergoly updates instead: