Nightly Salesforce feed of next steps and competitors from sales calls

Sounding is a nightly feed that writes what each sales call agreed into the Salesforce opportunity it belongs to. Its buyer is the revenue operations manager at a B2B software company with 40 to 100 reps, whose Monday forecast reads fields reps fill in from memory. The team's notetaker transcribes every call, but its tier with API access costs 60 reps $6,480 a year more.

Four fields land on each open Salesforce opportunity overnight: the next step, its date, any competitor named, and whether a decision-maker was on the call. Sounding reads them from transcripts Zoom, Google Meet or Microsoft Teams already keep, and each value carries the sentence it came from.

Sounding Labs, Inc. was incorporated in Delaware in April 2024 by a revenue operations manager, a speech engineer and a Salesforce admin. Its first year went into a report showing how old each Next Step was when the forecast call began. The report found stale fields but never what the call had said; the nightly feed, now in early access, is the missing half.

Competitor names and next steps are the two fields a keyword list cannot settle alone. Close is a CRM and also the verb of every sales call, so an encoder we fine-tuned judges the turns around each hit; by our sizing, rules settle about 70 percent of hits alone. Every next step goes through an open-weight language model, since no rule tells a dated promise from a polite goodbye.

Any value Sounding scores under 0.85 stays out of the field and goes to the rep who owns the opportunity. In a Salesforce list view beside the quoted sentence, the rep accepts it, corrects it or marks that nothing was agreed. Each answer, and any later edit to a field the feed wrote, becomes a labeled pair of transcript span and final value owned by the customer.

Sounding's GPU load arrives in two bursts, the nightly read and the onboarding backfill, and neither lands in business hours. Every customer's calls are read between one and six in the morning Eastern, and a new org backfills 90 days, about 9,000 transcripts for 60 reps by our sizing. Transcripts carry buyers' prices and names, so both models are served from cloud GPU capacity we control in N. Virginia, not by an outside vendor.

Sounding's next-step model moves from prompting to fine-tuning by March 2027. The replacement is a smaller open-weight network tuned on pairs from customers who opt in, served from the same N. Virginia capacity, and it shortens the nightly window. From September 2027, retrieval over embeddings of an opportunity's earlier calls resolves next steps that point backwards, like last week's order form.