Your questions, answered

We take the finance work off your team's hands by connecting systems, handling repetitive workflows, tracking what needs attention, and escalating exceptions when something needs a person.

Both. We're primarily a service that uses software to build and run the system with you. You're not buying another tool and being told to figure out the rest yourself.

We'll handle reconciliation, reporting, invoice handling, collections follow-up, data entry, approvals, and other recurring work that moves between your finance tools.

Typically not. The point is to work across the tools you already rely on, not force you into a new system just so the automation works.

That's why we're here to help. We start by mapping how the work actually gets done today, including the parts that live in spreadsheets, inboxes, and people’s heads. Those processes get factored in to how we'll run your systems.

Yes. That's usually the best place to start. Pick one repetitive process, make it work well, then expand from there if it makes sense.

Not necessarily. We're trying to streamline repetitive work, not pretend every finance decision should be made by software. Solutions vary depending on your business.

Based on where it makes sense and where you allow it, yes. The goal is real execution, not just another layer that tells your team what they still need to do.

Anything you decide should. Higher-risk actions, unusual transactions, sensitive payments, or cases with low confidence can be routed to a person before anything happens.

It stops and escalates instead of guessing. We design workflows around exceptions, approvals, logs, and clear boundaries so one uncertain case does not become a bigger problem.

Yes. You can define what it can access, what it can execute, and where a person needs to step in.

Yes. Actions should be traceable, including what happened, when it happened, and what information was used to make the decision.

Yes. Decisions, exceptions, workflows, and relevant business context can feed back into your system so future work has more context than the last. It gets better at working within your business without training the underlying AI models on your data.

Yes. Your finance operation should not live in a silo. Your existing agents and internal systems can access relevant financial context or request approved actions, while still respecting the permissions and safeguards you set.

We design around limited access, clear permissions, secure integrations, and keeping the system from having more access than it actually needs.

No. Your data can feed back into your own system so it understands how your business works and makes better decisions over time. That context stays specific to your business. It is not used to train the underlying AI models.

We start by learning your current tools and workflows, then choose a small number of processes worth automating first. We test before expanding into anything more important.

Usually one defined workflow with clear boundaries and success criteria. We learn how it works today, build around it, test it with you, and see whether it is actually worth expanding.

Those tools are useful if you already know exactly what to build and want to maintain it yourself. We take on the work of understanding, building, operating, improving, and expanding the workflow.

It depends on the scope and complexity of the work we are taking on. We care more about the workflows being handled than charging you for another batch of software seats.

Anything where the judgment, risk, or consequence is too high to hand off responsibly. Some work should stay with a CFO, controller, accountant, CPA, or business owner. That responsibility and escalation can be built into your workflow.

Businesses that already have real financial complexity but still handle too much of it manually. Multiple tools, recurring workflows, several departments, growing transaction volume, or a stretched finance team are usually good signals.

You should still understand how your workflows operate and where your data lives. We do not want your finance function to become a black box that only works because we are there.