Selected engagements, anonymized. Figures shown here are example data from lab-bench measurements; verified client figures are shared under NDA on request.
[Interactive matrix]
A finance team processing supplier invoices through a frontier API faced rising cost, latency spikes and an unresolved data-residency question.
An 8B fine-tuned model on a single air-gapped GPU now parses the full volume, with strict JSON output and cryptographic audit logs.
[Interactive matrix]
A software firm's support queue mixed five languages and two product lines. Free-form agent pilots had produced two costly misfires.
A typed state-machine workflow now triages and resolves routine tickets, with every irreversible action held for human approval.
[Interactive matrix]
A manufacturer needed 60fps micro-defect detection on the line, where connectivity is unreliable and cloud round-trips impossible.
A custom vision transformer runs continuously on Jetson-class silicon at the line, flagging defects in real time.
Tell us about your target silicon, data residency constraints, or latency requirements. Rochon engineers will provide a clear evaluation of what is viable, with power and latency models and deployment blueprints.