For Enterprise
AI agents that live inside the enterprise workflows you already run.
Queen City AI builds production AI agents that take operational work off enterprise teams — auditing freight invoices, working overdue collections, drafting customer comms, recovering missed carrier reimbursements, generating audit-ready ESG reports. We design each agent around a specific business outcome and ship working software that lives inside your day-to-day workflows, alongside the systems and partners you already have in place.
What we build for enterprises
Specific outcomes. Working software.
Each agent is designed around a single operational outcome and shipped into the tools your team already uses.
Audit freight invoices
Match invoices against contracted rates, flag overcharges, draft the dispute — at the scale a manual audit team can't reach.
Work overdue collections
Segment the aging report, run the right cadence for each bucket, escalate the genuine risks.
Draft customer comms
Pull context from the CRM, draft on-brand messaging, route to the account owner for sign-off — at volume.
Recover carrier reimbursements
Identify missed credits, file the claims, follow up — recover money the manual process leaves on the table.
Generate audit-ready ESG reports
Pull from systems of record, assemble the disclosures, surface gaps for review — built for the regulators, not the slide deck.
Recommended Products
Where to start.
The offerings that fit enterprise operations best — by scope, price, and the kind of work they handle.
How we work
Start small. Prove it. Scale up.
Start Small
We pick one workflow, set it up with AI, and measure what changes. Nothing theoretical — real work, real numbers, reviewed every week.
Prove It
Did it actually save time? Are there fewer mistakes? Is the work getting done faster? We look at the real numbers, not a polished demo.
Scale Up
Once something works, we roll it out further. Same playbook, new workflows. The wins start compounding.
Why this fits enterprises
AI agents that live inside the enterprise workflows you already run.
Enterprises don't need another AI demo. You need software that holds up inside an environment with auditors, regulators, security reviews, vendor risk processes, and a stack that's been accumulating for twenty years. The bar for production is high, and most of what gets pitched as 'enterprise AI' doesn't clear it.
We build agents that sit alongside your existing systems and partners. They respect your identity and data boundaries, they log what they do, they hand off to humans on the decisions that matter, and they integrate with the line-of-business systems your operations team actually uses.
The wins at enterprise scale are concrete: recovered margin on freight, faster collections, fewer manual audits, audit-ready reporting that holds up to scrutiny. Not transformation theater — operational capacity that moves the financials.
Pick a workflow. We'll build the agent.
Book a call and we'll walk through what a working agent would look like for your operation — scoped, priced, and shippable.