We build AI that runs inside your workflow and catches billing errors before invoices go out. You don't touch the technology. We run it.
WHERE WE'VE SHIPPED
AI workers built for specific operational jobs. Each one connects to your data, runs automatically, and surfaces problems for your team to review. We build it, run it, and keep it current.
Here's what that looks like in practice:
Catches billing errors before invoices go out
It reads every transaction, compares your ERP entries against the paperwork, and flags anything that doesn't add up.
We connect to your existing ERP, spreadsheets, and document flow. Where it helps, we add a simple interface so your team can review findings directly.
We build it, run it, and keep it current. No internal IT project. You pay for results, not licenses.
Every exception gets flagged for a human to review. Nothing gets billed or changed without your approval.
Prototype on your data in 30 days. If it doesn't find real problems in your books, you don't pay.
HIGH-VOLUME RECYCLING OPERATION
A growing recycling operation was processing high monthly load volumes. Only a fraction got manually reviewed. Billing errors like missed chargebacks, wrong pricing tiers, and data entry mistakes were accumulating silently.
We deployed an AI Billing Auditor inside their existing workflow. It reads every load before the invoice goes out and flags anything that doesn't reconcile.
Want to see what's hiding in your data?
Let's Find OutWe're a small team. Before this, we built AI at Google, YouTube, and inside DoD environments, and worked on operational data systems at Fortune 100 financials. The problems mid-market operations face are the same class of problem, just without a hundred-person data team behind them.
DoD: Deployed AI in classified environments. We don't cut corners on data handling.
Google / YouTube: Shipped AI pipelines processing petabytes. We've seen what breaks in production.
Fortune 100 Financials: High-volume operational data work. Same type of problem as your business, bigger scale.
Today: Building AI workers for operations teams in Chattanooga and beyond.
We use the enterprise tiers of Microsoft, AWS, and Google. These are the same platforms you already trust, under the same security agreements.
Your data lives in your cloud, under your account. If you stop working with us, everything stays exactly where it is. No vendor lock-in. No data hostage situations.
We exclusively use enterprise-tier APIs from Microsoft, AWS, and Google. Every provider contractually guarantees your data is never used to train their foundation models.
Encryption at rest and in transit. Role-based access with multi-factor authentication. Full audit logging. Every client's data is isolated. No cross-client mixing, no data retained after processing.
“Most of the data risk we see isn't from AI. It's from employees copy-pasting client records into free tools. We replace that with audited, access-controlled infrastructure on enterprise-tier cloud.”
We'll respond personally within 24 hours. Tell us what you're working on. If we can help, we'll say so. If we can't, we'll say that too.