The situation

The company had built a strong inbound motion: paid acquisition, content, and partner referrals generating 300-400 leads per month. The sales team of 35 reps was organized by product line (working capital vs. equipment financing vs. invoice factoring), but the routing logic in Salesforce still assigned leads by round-robin across all reps regardless of product type. The result was reps receiving leads for products they didn't specialize in, spending time researching before making contact, and leads sitting unworked during the gap.

The business development team had noticed that competitor close rates in their segment were significantly higher. The assumption was that their product terms were less competitive. Before adjusting pricing, the CFO asked for a data review.

What we found

The product terms were fine. The problem was first contact timing.

When we pulled lead creation timestamps against first-activity timestamps, the average response time was 31 hours. In embedded lending, where SMB owners are evaluating multiple options simultaneously, 31 hours is enough time for a competitor to close the deal. The historical data confirmed it: leads contacted within 3 hours converted at 4.2x the rate of leads contacted after 24 hours.

The routing analysis showed that 40% of leads were hitting a queue dead zone: assigned to reps who were either off-shift, managing existing clients, or had their daily capacity already exceeded. The round-robin logic didn't account for any of these factors.

A second finding: 23% of leads marked as closed-lost in the first 30 days had never received a phone call. They had received two automated emails and then been marked lost when no reply came. The reps had logged the emails as activity, which made the deals look worked in the report, but no actual sales contact had happened.

What changed

Routing was rebuilt with three changes: product-type matching so reps only received leads in their specialty, availability-aware assignment that excluded reps over daily capacity or off-shift, and a 4-hour escalation trigger that reassigned unworked leads to the next available rep.

The never-called segment was separated and run through a recovery campaign with direct phone outreach. Of the 23% never-called closed-lost, 31% responded to outbound contact and re-entered the pipeline as active opportunities.

Average response time dropped from 31 hours to 4 hours within 60 days. In the 12 months following the routing rebuild, the team recovered 18% of pipeline that would have been lost under the previous system. Revenue impact was $2.1M against a cost of engagement that was a small fraction of that figure.