Agents › Admin & the machine
Agent Performance Reviewer
Each Sunday night it reviews your agents' week: what they did, what it took, and what went wrong. You get the top two or three issues in Slack, each with one suggestion.
15 minutes. You'll see how it would run at your business, the hours it frees up and what it costs.
How it works
The agent does the job from start to finish, on its own schedule. Your team talks to it in Slack or Teams.
- 1
Reads each agent's week
Each Sunday night it reads each agent's sessions and seven days of logs.
- 2
Counts the work
It reports sessions, active time, tokens, models, tool calls, skills used and aborted runs.
- 3
Flags out-of-date models
Any agent on an old model gets called out.
- 4
Writes a watch-this list
It ends with the top two or three issues to watch, each with one suggestion.

Posts the review to Slack
The review lands in Slack for your team to read Monday morning.
- 6
Keeps your agents in shape
It re-indexes agent memory every night, runs a security audit on Saturdays, and checks for updates on Mondays.
What you get
What each agent did and what it took, without anyone reading logs.
Aborted runs and old models get flagged the week they show up.
Two or three issues, each with one suggestion, not a wall of numbers.
What this looks like at your business
Each agent's sessions and seven days of logs reviewed.
Designed for businesses that run several agentsOut-of-date models called out in the review.
Designed for businesses that run several agentsThe top issues, each with one suggestion.
Designed for businesses that run several agentsBuilt for your company
Your version, set up around how you work
No two businesses run this job the same way. Your Agent Performance Reviewer follows your process, your rules and your software, not a template.
Sessions, time, tokens, models and aborted runs today. Add the numbers your team watches.
Sunday night for the review, nightly memory, Saturday security audit and Monday update check, or the days that fit your week.
The owner, the person who looks after your agents, or your whole team.
Works in the software you use
You make the key in your own accounts. Nothing to install on your computers.
Part of a team of agents
Agents pass work to each other, so a job keeps moving without someone on your team handing it along.
Lists what each agent did and what it cost against what it produced, in its Monday summary to Slack.
The Monday meeting starts from the same page.
See this agent →Shows one row per agent: what it did, what it moved, what it cost, and whether to keep, fix or delete it.
Your revenue and your sales funnel, on one page that stays current.
See this agent →Book a 15-minute call
Get your version of the Agent Performance Reviewer
Bring how your team does this job today. In 15 minutes you'll know how your version would run, the hours it frees up and what it costs.
Questions about the Agent Performance Reviewer
Is my customers' information safe?
Yes. The agent reads only your agents' sessions and logs. Customer details never go into public AI. Agents connect to AI through business-grade connections audited under SOC 2.
Does it change my agents?
No. It reviews them and suggests fixes. A person decides what changes.
Can it follow the way we work?
Yes. Your version counts what you care about and posts where your team reads. We set that up with you after the call.
Can I turn it off?
Yes. Remove its access and it stops right away.
What does it cost?
You get the price on the call, along with the hours it saves your team.