A sales coach agent
that gives a manager the pattern, not just the call list
A sales manager who wants to coach well needs to listen to calls, and listening to even a small fraction of a team's calls each week takes hours that rarely survive a busy quarter. We build an agent that reviews every call and chat transcript against your actual playbook and gives the manager a weekly pattern per rep, what is working, what keeps slipping, instead of a pile of recordings nobody has time to get through.
The role today
Coaching a sales team well means knowing what is actually happening on calls, not just what the pipeline numbers show at the end of the month. A manager who wants that visibility has to listen to calls, and listening to even a handful per rep per week is a real time commitment that competes directly with every other part of a sales manager’s job, which means in practice most calls never get reviewed by anyone.
The result is that coaching tends to happen reactively, after a deal is already lost, rather than from a pattern spotted early enough to fix it. A rep who consistently struggles with one specific objection might go months without that gap being named clearly, simply because nobody heard it often enough in a small, random sample of calls to notice the pattern.
What the agent takes over
The agent reviews call and chat transcripts against your actual sales playbook - was an objection handled the way the team trains for, was a next step proposed, was a required piece of information covered - across every call, not a small sample. From that, it builds a per-rep pattern report: what is working consistently, what keeps slipping, and how that trend moves week to week, with the specific transcript excerpt attached to each flagged moment so a manager has concrete, quotable examples rather than a vague summary.
Where close-rate data is available, the agent can correlate playbook adherence with actual outcomes - does handling a specific objection the trained way actually correlate with closing more often for this team - which turns “the playbook says to do it this way” into a number a manager can show a rep.
All of this compiles into a weekly digest for the sales manager rather than raw transcripts to sort through, built to support an actual coaching conversation: here is the pattern, here is the evidence, here is what to focus on this week.
What stays with humans
The actual coaching conversation, any decision connected to a performance review, and the playbook itself stay entirely with your management team. The agent surfaces the pattern and the evidence; a manager decides what to say and how.
Guards
The agent reviews transcripts, never live calls in real time, and its output is framed as a coaching digest rather than a scoring or surveillance report. Every flagged moment is tied to a specific, reviewable transcript excerpt, so nothing is asserted without evidence a manager can check. A kill switch pauses review in one message if the rollout needs to be paused or reframed.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,200 + support plan | Transcript review, per-rep reports, weekly digest | 3 to 5 weeks |
| Full control, handover-ready | from $3,750 | Source, prompts and integration handed to your team, close-rate correlation | 3 to 5 weeks |
Related
Full package breakdown on the AI agents service page, and call transcription and QA scoring automation for the transcript layer on its own. Within this group, pair it with the pipeline forecast agent to connect coaching patterns to forecast accuracy, and the pricing negotiation assistant agent to feed negotiation coaching from real deal logs. Real builds: a multi-channel sales playbook with 46 objections tracked at scale is in the seven-channel AI sales agent case study, and the analytics warehouse that could power close-rate correlation is in the analytics hub case study.
Want a weekly coaching digest built from every call, not a lucky sample? Get in touch and we will look at your playbook on the first call.
FAQ
How much does a sales coach agent cost?
From $2,200 for transcript review against your playbook and a weekly digest, live in 3 to 5 weeks. A version tied into a full analytics warehouse for close-rate correlation usually starts at $4,000.
Does it score reps automatically for performance reviews?
It surfaces patterns and specific moments for a manager to use in coaching conversations; whether and how that feeds into a formal performance review is a decision your management makes, not something the agent decides on its own.
What does it actually flag?
Playbook adherence - was an objection handled the way your team trains for, was a required disclosure made, was a next step always proposed - plus patterns like which specific objection keeps costing a rep the close.
Does it need call recordings, or does transcript access work?
Either. It works from call transcripts (from your call platform's own transcription or ours) and chat logs; a recording is not required if a transcript is already available.
Will reps feel surveilled rather than coached?
We build the rollout with the manager to frame it as a coaching tool with a clear, shared purpose, and the output is designed as a coaching digest, not a surveillance report, which matters for how a team actually receives it.