Work better by knowing what AI can take on.
Some of your processes can be automated. Some are better augmented. The rest need human judgement. The platform helps you tell the difference, then runs the part that's ready.
How it works
Describe the job
Get ranked matches
Run them in the platform or download to your AI tool of choice
Tell it the job. Get back the skills that already do it.
Describe what you're trying to get done in plain language. The platform matches it against every published skill and ranks the ones that fit, so you're not starting from a blank page.
“Every month I pull bank and card transactions and match them to the ledger by hand before I can close the books.”
- Match score: 94
Bank Reconciliation Assistant
Matched on: transaction matching, QuickBooks Online
- Match score: 81
Monthly Close Checklist
Matched on: month-end close, sign-off workflow
- Match score: 73
Duplicate Charge Finder
Matched on: Ramp, duplicate transaction detection
Lay out the process, step by step, before you decide anything.
A map captures who owns a process, who it touches, and what each step actually takes. Every step gets one of three calls: automate now, augment with AI, or keep it human-owned. Nothing gets automated until it's been mapped.
Month-end bank reconciliation
- 1
Export the bank and card transaction CSVs for the period
Automate nowRamp · 15 min
- 2
Match transactions to the QuickBooks ledger line by line
Augment with AIQuickBooks Online · 90 min
Open question: Should split transactions match on the parent charge or each line item?
- 3
Investigate and clear unmatched or duplicate transactions
Augment with AIQuickBooks Online · 60 min
Pain point: Duplicate vendor charges from Ramp and a manual wire both landing in the same week are hard to tell apart without the original invoice.
- 4
Review the reconciliation summary and sign off
Keep human-ownedGoogle Sheets · 20 min
What scales
Every process, vendor, and policy the platform learns, kept in one place.
As you map processes and run skills, the platform builds a structured record of how your company actually works. That record is what every future match and every future automation draws on.
- Vendors/brain/vendors42 entities
- Processes/brain/processes18 entities
- Contracts/brain/contracts27 entities
- Policies/brain/policies11 entities
More in the platform
Agents
Skills that run on a schedule or a trigger, not just on demand.
Runs and reports
Every run is logged with what changed and what it touched, so you can check the work.
Connections (MCP)
Connect the tools you already use so skills can read and write where the work happens.
Your team
Bring your team in, assign owners to processes, and see who's affected by each change.
Who it's for
Finance leaders
Close the books faster without adding headcount.
Investors
Diligence portfolio operations without a stack of spreadsheets.
Searchers and acquirers
See how a target company actually runs before you sign anything.
Ops and agency owners
Hand off the repeatable work so your team can focus on clients.
Tell us what you're trying to get off your plate.
Edwin reads and answers every request himself.
If it's a fit, you'll get an invite and a walkthrough.
The 123 skills stay free to use in the meantime.
Thanks, we've got your request.
We read every one and we'll come back to you either way. In the meantime, all 122 skills are free to use.