Coach Every Rep on Every Call
An AI sales call coaching system for a portfolio company: it transcribes and analyzes every sales call, finds what the top reps do differently, coaches the rest of the team, and feeds RevOps. A direct revenue lever inside an operating company. This is an example of custom work, not a product you switch on. Scoped per firm.
AI sales call coaching starts from an uncomfortable fact. Your best rep and your average rep get on the same kind of call and do different things, and almost none of that difference is written down anywhere.
Most of selling is tacit. The good rep asks a better question, waits a beat longer, books the next step before hanging up. They could not fully explain it if you asked, and the manager only hears a fraction of the calls. So the knowledge sits in two people's heads and never reaches the other eight. This is a system that reads every call, names what the top performers do, and turns it into coaching the rest of the team can actually use.
It is built on your stack: Microsoft 365 Copilot, ChatGPT Enterprise, Claude, or Gemini. We work on your stack. See the rest of the Build gallery for what else gets made.
By Dr. Leigh Coney, Founder of WorkWise Solutions
From Calls to Coaching
The system listens so managers do not have to listen to everything. It turns hours of calls into a few specific, fair coaching points per rep.
It sticks faster when the team is trained to use it. This pairs naturally with a portfolio-company training cohort so adoption is not left to chance.
Transcription & Analysis of Every Call
Not a sample, not the calls a rep chooses to share. Every call transcribed and read, so coaching is based on what happened, not on what got reported afterward.
What Top Reps Do Differently
Talk-to-listen ratio, the discovery questions that get asked, how objections get handled, whether a next step gets booked. The habits that track with closed deals, named and made teachable.
Coaching for the Rest
Specific, per-rep, tied to a real moment in a real call. Two or three things to work on, not a forty-point report nobody reads.
RevOps Signal
What is working, by segment and by objection, fed back into the pipeline. The voice of the customer, at the volume of every call instead of a quarterly survey.
A Coaching Tool, Not a Surveillance Tool
Built to make reps better, not to catch them out. Reps know it is running, see their own coaching, and the data lives under the company's access controls.
Four Steps, On Repeat
Capture
Calls come in from the tools the team already uses. Transcribed automatically, on the company's stack.
Analyze
Each call is read against the patterns that track with closed deals, and the gap for each rep is identified.
Coach
The manager gets the two or three moments per rep worth a conversation. The rep gets their own clips and notes.
Feed RevOps
What is working and what is stalling rolls up to RevOps, so messaging and the playbook improve from real calls.
In a study of 5,179 customer-support agents, access to an AI assistant raised productivity 14 percent on average and 34 percent for the newest and least-experienced workers. It worked by spreading the hard-to-write-down habits of the best performers to everyone else. That is the same mechanism behind sales-call coaching: take what the top rep does on instinct and make it teachable.
Source: Brynjolfsson, Li & Raymond, Generative AI at Work, 2023
Build This If...
Two reps carry the number, and you cannot clone them.
Managers can only sit in on a fraction of calls, so most coaching is based on hearsay.
New hires take quarters to ramp because the playbook lives in people's heads.
Pipeline reviews run on rep opinion instead of what was actually said on the call.
The sponsor sees sales efficiency as the value-creation lever for this year.
Win rates vary more by rep than by deal, and nobody can quite say why.
Sales-Call Coaching FAQ
What does it analyze?
Transcripts of real calls. The talk-to-listen ratio, the discovery questions that get asked and the ones that get skipped, how objections get handled, whether a concrete next step gets booked, and which of those patterns track with deals that actually close. It surfaces the handful of behaviors that move outcomes, not tone or vocabulary.
Does it replace sales managers?
No. It gives managers reach. A manager can sit in on a few calls a week; the system reviews all of them and hands back the two or three coaching moments per rep that are worth a real conversation. The manager still coaches. They just stop guessing which calls to listen to and start every conversation already knowing what happened.
How does it protect rep trust and privacy?
Calls are the company's own data, processed on the company's stack, with role-based access to who sees what. It is built as a coaching tool, not a scoreboard for punishment, and reps know it is running. We do not claim nothing is stored, because the system has to keep transcripts to find patterns over time. Transparency about that is what separates a tool reps use from one they quietly route around.
How fast do win rates move?
Coaching is a lever, not a switch. Behavior changes first, often within weeks: more discovery questions, more next steps booked, cleaner handoffs. Win-rate movement follows a sales cycle or two, because deals take time to close. Anyone promising a number by Friday is selling something. The research that exists points to the biggest and fastest gains among the newest reps.
Scoped Per Firm, Built On Your Stack
This is an example of custom work, not an off-the-shelf product. The right place to start is how your team sells today and where the best reps pull ahead.
A Portfolio Value-Creation Diagnostic maps the highest-value builds for a company before anyone writes code. See the full Build gallery for more examples.
Related Builds
Portfolio Company Cohorts
Train the team to use the system so adoption sticks. A coaching tool only works if reps actually open it.
Finance & Back Office
The other side of the operating company: the close, reconciliations, and reporting, handled by the same kind of custom build.
Portfolio Value-Creation Diagnostic
The readiness sprint applied to one portfolio company: what to build first, and in what order.