LaneSurf

LaneSurf — AI-run carrier sourcing and negotiation corpus: outbound voice-call recordings and transcripts from automated agents calling carriers, matched with the quoted buy rate each call produced, plus parallel email and SMS quote threads, load-board responses, the normalised and ranked bid list per load, lane-specific price thresholds and the standard-operating-procedure rules the negotiation ran inside, compliance checks performed on each carrier, and the final booked rate versus the losing quotes.. Small company with the most distinctive data shape in this set: ~14 staff and $130K seed, …

LaneSurf offers (Alternative, Price, Supply Chain) — est. tens of thousands of AI-placed carrier calls with transcripts and outcomes alongside hundreds of thousands of normalised bid records since launch, because each load triggers multiple parallel carrier contacts. No volume figure is published.

Training and evaluating agentic voice and conversational-negotiation models on real negotiations with ground-truth outcomes; speech recognition fine-tuning on carrier-dispatch audio and freight jargon; intent and slot extraction from logistics calls and messages; buy-rate prediction and dynamic lane pricing; carrier capacity nowcasting; reinforcement learning on which negotiation step yields a concession; carrier vetting and fraud models built on compliance-check history.

The data is with 2 years of history.

Coverage spans US; Application Software; alternative, price, supply_chain; equities.