AI Agents in production
In production today: about 1,000 vehicle deals reviewed a week, error rates down from 7% to 1%, review time from 20 minutes to 2.
Two systems, real numbers, deployed today.
Every deal comes in with a jacket: title, lien status, fraud checks, eligibility. Documents are read, cross-checked against state-specific rules, and returned as an audited verdict (approve, reject, or escalate) instead of sitting in a manual review queue.
~50%
auto-approved in under 2 min
7% → ~1%
error rate
20 → 1–2 min
per review
Certified Partner
Inbound leads get an outbound call before the intent goes cold: qualification, objection handling, and booking, running around the clock instead of waiting on agent availability.
200K+
leads/yr contacted
<5 min
first contact
+29%
conversion lift
Our Stack
Voice, documents, and the monitoring that keeps both honest.
Certified Partner
Inbound and outbound calls handled end to end: qualification, objection handling, booking. In production on 200K+ leads a year, first contact under 5 minutes. Voice by ElevenLabs.
Deals in, audited verdicts out. Documents are read, cross-checked, and decided against your rulebook; exceptions escalate to your team with the reasoning attached. About half of deals clear automatically in under two minutes. This is Deskflow.
An AI system's judgment can drift while everything looks up. We monitor decisions the way SREs monitor uptime: drift caught in about 15 minutes, and every decision stored with its reasoning.
Automated decisions are audited. Exceptions go to your team.
Execution Model
We analyze your workflows, identify the highest-impact constraint, and deploy a working system in a controlled environment.
We integrate with your systems, implement monitoring and controls, and go live handling real transactions, not test scenarios.
We optimize performance, reduce failure points, and expand to adjacent workflows once ROI is proven.
Designed for high-volume environments where failure, latency, and edge cases matter.
We accept a limited number of enterprise clients per quarter to ensure quality.