Agents that read your data and write back.
Pick an industry and ask the agent anything about what it found. When it has enough to go on, it proposes a fix, and you decide whether it happens.
Every agent runs the same loop.
Detect
Watches your governed metrics and flags what matters: stock running low, a lane going late, an invoice past due.
Reason
Pulls the context a good analyst would check first, like lead times, history and what's at stake in dollars.
Propose
Drafts the fix and shows exactly which records it will change, from what to what, in which system.
You approve
The right person says yes. Only then does the agent apply the changes, log them and keep an undo ready.
Nothing changes until a person says yes.
You decide how far the agent goes. Changing your systems is optional, and the agent never acts on its own.
Investigate only
The agent finds problems, explains what's driving them and answers your team's questions. It has no access to change anything in your systems.
Investigate and act
The agent also drafts fixes in your systems, like a reorder or a budget change. A person approves every one, and anything can be undone.
See every change first
The agent shows exactly which records it will change, from what to what, before anything happens.
The right person approves
Budget changes go to marketing. Billing goes to finance. Approvals show up in Slack or email.
One-click undo
Every change is logged with the data behind it and who approved it. Anything can be put back.
Agents are the last step, not the first.
An agent is only as reliable as the metrics it reads. If your data isn't ready yet, we build that first, and the agent comes faster because of it.
A semantic layer
Clear, governed definitions for the metrics the agent watches and the things it acts on, like orders, shipments and invoices.
Write access, scoped
API connections to NetSuite, Salesforce, carriers and others, limited to exactly the actions you approve.
Tested before launch
We run every agent against real past cases before it goes live, so you know how it behaves before it ever proposes a change.
Pick one workflow. We'll build the agent.
Store performance, ad spend, billing, donor outreach. Bring the one that costs you the most time.