How it works

One system. Three layers.
No gap between them

Most sales tools own one slice: content delivery, or call recording, or a roleplay simulator. The gap between them is where trained behaviour quietly decays. Replicate Labs is built as a single system: training, enablement, and execution, sharing one context.

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Overview

Replicate Labs builds AI Managers for go-to-market teams. Most sales tools own one slice of the problem and call it the whole thing. An LMS delivers content and counts who watched it. A call-recorder captures the conversation and tells you what already happened. A roleplay simulator lets reps rehearse in a vacuum, disconnected from any real deal. Each is useful. None of them, on its own, changes how a rep sells on Thursday afternoon when a deal is slipping.

Replicate Labs is built on a different premise: the thing that actually moves a number is the conversation between a rep and a manager, and that conversation has three jobs. It builds the skill. It embeds the behaviour. It coaches the live deal. The three layers below are not separate products you stitch together and hope they talk to each other. They are one system with shared context and shared memory, designed around the outcomes your team is measured on rather than the activity it is easy to log.

The three layers

Where the work happens.

  1. TrainingBuilds the skill.

    Practise the hard conversation before a real account is on the line.

    Training is where a rep gets good at a conversation before a real account is on the line. Reps practise the calls that decide deals (discovery, objection drills, the competitive bake-off) against AI buyer personas that deflect, raise the incumbent, and ask the awkward question the way a real buyer does. The point is not to watch a course and tick it complete. It is to run the hard version of the conversation, get it wrong somewhere safe, see exactly where it went wrong, and run it again until the move is yours. A rep who has felt a sceptical CFO push back ten times in practice does not freeze the first time it happens for real.

    In practicea new AE runs a discovery roleplay against a sceptical CFO persona, gets pushed on weak qualifying questions, and re-runs it until the questions land, before that conversation ever happens with a real account.

  2. EnablementEmbeds the behaviour.

    Make your methodology the bar every roleplay and review is graded against.

    Most teams own a methodology. Far fewer can say it is how their reps actually sell, because a framework taught in a workshop drifts the moment the workshop ends. Enablement is the layer that stops the drift. Your methodology, your playbook, your qualification bar, your scorecards become the standard the coach holds every rep to, in every roleplay and every live-deal review. The framework is not a slide deck a rep half-remembers. It is the rubric the coach grades against, every time, so the way the team was trained to sell and the way the team is held to sell are finally the same thing.

    In practiceyou load your MEDDPICC scorecard and your discovery playbook once. From then on the coach grades every practice call and every live-deal review against that exact bar, not a generic one, so the framework you trained on is the framework the team is held to.

  3. ExecutionCoaches it in the moment.

    Work the live deal with the rep, before the call and after it goes sideways.

    Execution is the layer the rest of the industry skips, and it is where deals are actually won or lost. On the live deal, before the real call and after it went sideways, the AI Manager works the actual conversation in front of the rep: what is missing, what the buyer has not said, what the next move is and why. This is the moment training either transfers into behaviour or quietly decays. A rep with a stalled deal and no coach in the room reverts to instinct. A rep who can pressure-test the move ten minutes before the call walks in with a plan. Execution coaching is what closes the gap between knowing how to sell and doing it when the quarter is on the line.

    In practicea rep pastes a stalled deal in before the renewal call, the coach names the missing economic buyer and the unquantified impact, drafts the three questions that re-open it, then reviews how the call actually went afterwards.

Why three layers

The gap between the layers is the problem.

Every sales org already does some version of all three. They run onboarding and training. They have a methodology and a set of scorecards. And managers, in theory, coach live deals. The trouble is that these three things almost never connect, and the gap between them is where trained behaviour quietly leaks away.

Training happens in week one, in a room, against a tidy scenario. The methodology is taught once, certified, and filed. Then the rep walks into a real deal and the coaching is supposed to take over, except the person meant to do it is carrying eight other reps and a number of their own. The result is the pattern every leader recognises: reps who can pass the methodology exam and still cannot run it under pressure on a Tuesday. The skill was built. It just never transferred.

Closing that gap is not a content problem. It is a coaching problem, and coaching is the thing that does not scale.

A good sales manager coaching one rep on one deal is the most reliable performance lever in the business. The reason it has never scaled is simple arithmetic: there are not enough good managers, and the ones you have cannot be in every deal review, every call prep, and every post-mortem. So coaching gets rationed. The best reps get it because they ask. The deals already in commit get it because they are visible. Everything else gets a pipeline review and a hope.

An AI Manager removes the rationing. It is in every deal review, available before every call, and it remembers every conversation it has had with that rep. The three layers are not three features. They are the three jobs a manager does, finally delivered to every rep on every deal, instead of to whoever happened to get on the calendar this week.

One deal, end to end

What it looks like for a single rep.

The three layers are easiest to see when you follow one rep through one deal, from the practice run before the account exists to the forecast read at quarter-end.

  1. Before the deal

    Training

    A rep joining the team practises the hard conversations (discovery, pricing pushback, the competitive bake-off) against personas that object the way real buyers do. By the time a live account is on the calendar, the rep has already run that conversation a dozen times.

  2. As the deal moves

    Execution

    The rep brings the actual deal to the coach. Before each call: what to ask, what is missing, what the buyer has not said yet. After each call: what landed, what drifted, what to fix before the next one. The coach works the real transcript, not a hypothetical.

  3. Across the quarter

    Enablement

    Every one of those reviews is scored against your methodology and your bar. The manager sees the patterns across the team, which deals are real, who is drifting, where the playbook is slipping, without reading every call themselves.

Why one system

The layers share a brain.

A workshop followed by silence is not a system. What makes this one is shared context: what a rep practised, the methodology the team enforces, and what the coach learned on the last live deal all feed the same per-user memory.

This is the part most "AI for sales" stacks cannot replicate, because they were assembled from separate tools. A roleplay product does not know what the call-recorder saw. The LMS does not know which deals the rep is actually struggling with. Each tool has a sliver of the truth and none of them has the rep.

Replicate Labs runs on one per-user model. The discovery weakness a rep showed in a Tuesday roleplay is the same weakness the coach watches for when that rep brings a real deal on Thursday. The methodology you loaded into enablement is the rubric every roleplay is scored against and every live-deal review is held to. When the coach reviews a call that went sideways, that lesson is waiting the next time the rep preps. Nothing is re-explained, because nothing is forgotten.

The coach that preps your call is the coach that reviewed your last one, and the coach that will review the next. Coaching only compounds when the coach has a memory, and that is the whole design.

See how the layers land for a specific role: what they do for reps running live deals, and for enablement teams keeping the playbook alive. Or read the methodology the coaching runs on, Gap Selling.

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