Logic Layer

Heavy-industry procurement is a time-sensitive race where the first supplier to deliver an accurate quote wins, as equipment downtime costs thousands every hour. However, technical sales teams are bogged down by multimodal data chaos, forced to manually piece together unstructured requests from blurred nameplate photos, old drawings, and messy emails. Highly paid engineers waste over twenty minutes per request on administrative data entry rather than selling. This manual bottleneck causes slow response times, lost deals, and operational friction compounded by a shrinking technical workforce.