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The death of Traditional Training in GTM Organizations

  • Writer: Avner Baruch
    Avner Baruch
  • Nov 28
  • 5 min read
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Here's why Consumption Metrics kill productivity

and why L&D Must Evolve


For years, L&D practitioners and enablement pros were measured by how much content they produced: modules, decks, playbooks, videos, certifications, learning paths, completion rates.


But in GTM organizations where every minute must translate into pipeline, revenue, retention, or customer value, traditional training formats no longer make sense.


Not because learning isn’t important. 

But because the way we deliver learning has become a productivity killer.


Most L&D functions still behave as if learning is the goal. It isn’t.

This article is a wake-up call. 

Not for CEOs.

Not for CROs. 


But for L&D leaders and enablement pros who want to stay relevant, protect revenue, and build performance systems that accelerate outcomes.


From a GTM perspective - Learning is not the goal. Learning is only a side effect of a well-designed system. Fast outcomes are the goal.


Let’s break this down.



Traditional training exposes revenue, it doesn’t protect It


Traditional training requires GTM teams to:

  • Stop working

  • Leave their workflow

  • Switch context

  • Consume content

  • Complete quizzes or modules

  • Regain lost momentum

This may seem harmless, but in revenue-generating teams, this pause directly puts revenue at risk.

Here’s why:


Every minute in training is a minute NOT selling, NOT prospecting, NOT supporting customers

For AEs, training time means:

  • No intro calls

  • No follow-ups

  • No pipeline progression

  • No meetings scheduled

For SDRs:

  • Fewer outbound calls

  • Missed inbound SLAs

  • High-value leads slipping away

For CSMs:

  • Delayed customer touchpoints

  • Missed escalations

  • Early churn signals ignored

Training interrupts the very activities that create and protect revenue.



Revenue windows are time-sensitive, training steals those windows

Opportunities expire. Competitors step in. Customers cool off. Speed-to-lead shrinks. Renewal risk grows.

A 30-minute training module is not a neutral pause, it is a lost revenue moment that often cannot be recovered.



Traditional training produces extremely low retention (70% forgotten next day - that's fact !)

This means reps:

  • Stop working to learn

  • Lose revenue-producing time

  • Forget most of the content

  • Return to work with no behavior change

So the organization pays the cost, absorbs the disruption and gets no measurable ROI.



Most training is NOT delivered at the moment of need

Learning out of context = low relevance → low application → low impact

If a rep learns something weeks before they need it, they forget it.  Meanwhile, their real pipeline suffers today.



Training bottlenecks the machine that makes money

GTM teams are the revenue engine.

Stopping the engine (even with good intentions) reduces:

  • Pipeline volume

  • Win rates

  • Meeting generation

  • Expansion likelihood

  • SLA compliance

  • NRR

  • Overall customer health

Traditional training systems (especially LMS-driven) are optimized for one thing: learning, not performance.



The Brutal Reality: consumption kills GTM productivity

Let’s say it plainly:

Every minute a GTM rep spends learning is a minute they’re not generating revenue or protecting it.

Even 20–30 minutes of “mandatory training” has a meaningful revenue cost.

Let’s quantify it.



For AEs & Transactional Sellers: One module = one lost Intro Call

Intro calls are 30 minutes, that's the exact length of most microlearning modules.

So:

  • One module assigned = one intro call NOT taken

  • One lost intro call = $5,000–$50,000 in pipeline not created or advanced

Across a year:

  • 1 module/month → 12 intro calls lost

  • 20% convert → 2–3 opportunities gone

  • At $50K–$100K ACV → $120K–$240K pipeline lost per AE per year

Multiply by the team, and mandatory learning becomes a pipeline erosion machine.

And this is still conservative.

You must also factor in:

  • Time lost navigating outside the workflow

  • Context switching

  • LMS friction

  • Waiting times

  • Quizzes and completion requirements

  • Disruption to follow-ups and pipeline hygiene

Forced learning compounds silently until revenue slows.



For SDRs/BDRs: Training cannibalizes the entire Top of Funnel

SDRs/BDRs must hit:

  • 50 calls per day

  • Prospect research

  • Personalization

  • Inbound routing

  • CRM hygiene

  • Sequence and outreach management

  • Follow-ups

A single 30-minute module costs:

  • 10–20 outbound calls

  • 1–2 potential meetings

  • Slower response to inbound leads

  • Broken speed-to-lead SLAs

The financial punch:

It costs ~$3,000 to acquire ONE qualified inbound lead.

If reps miss 3 inbounds due to training:

  • 3 × $3,000 = $9,000 CAC burn

If a team of 10 SDRs misses one each:

  • $30,000 burned in just one week

Training time is not neutral:

Learning → burns marketing budget Learning → kills pipeline

To be clear: training is essential for onboarding, upskilling, and coaching.  But it must be:

  • Targeted

  • Contextual

  • Delivered at the moment of need

  • Designed to avoid cannibalizing productivity

We’ll explore how momentarily.



For CSMs: Learning Time = SLA Risk = Retention Risk

CSMs own:

  • $2M–$20M ARR

  • Renewals

  • Escalations

  • Expansions

  • Overall customer health

A 30-minute module increases the risk of:

  • Missed SLAs

  • Delayed escalations

  • Slower responses

  • Unaddressed risk signals

  • Dropped customers

One missed escalation can cost $100K–$2M in ARR. Traditional training exposes revenue instead of protecting it.



The Knowledge Problem: 70% of learning is forgotten tomorrow

Even when GTM teams consume content, they forget most of it.

The Forgetting Curve:

  • 70% is forgotten within 24 hours

  • 90% forgotten within a week

  • Unless reinforced, contextualized, and practiced

Which means training results in:

  • Lost productivity

  • Lost pipeline

  • Lost ARR

  • Lost CAC efficiency

  • Lost time

  • No behavior change

This is why the traditional L&D model is collapsing, especially in GTM.



Project Moneyball Perspective: Learning is NOT the goal - outcomes are

This is the shift L&D must internalize. Traditional L&D assumes:

  • Learning is the goal

  • Courses create knowledge

  • Knowledge drives performance

  • Completion = success

  • Content creation = job security

This logic fails in GTM.

The Moneyball perspective flips everything:

  • Performance is the goal

  • Behavior change is the mechanism

  • Workflow design is the lever

  • Learning is a side effect

Reps do NOT need:

  • More content

  • More modules

  • More theory

They need:

  • Fewer obstacles

  • Fewer steps

  • Clearer workflows

  • Intelligent guidance

  • Faster paths to execution

This is the new L&D identity:

You are no longer content creators.  You are performance architects.  Your job is to design systems where learning emerges naturally from doing.



The New L&D Operating Model: Zero Consumption, Maximum Performance

To survive and thrive in modern GTM, L&D must adopt these practices:



1. Reduce Consumption by 70–90%

The fastest win:

  • Stop pulling reps out of workflow to learn

Practical moves:

  • Replace LMS with Digital Adoption Platforms

  • Replace ILTs or recorded sessions with Holistic* AI Role-Play Simulations

    Holistic = Simulations that serve the entire GTM organization, not just one role.

    They proactively surface insights for Executive Leadership without relying on admins to manually compile or interpret data.

  • Automate tasks instead of teaching them

  • Swap team sessions with surgical, timing-sensitive 1:1 sessions

This protects productivity and accelerates performance.


2. Become the Conductor of GTM Simulation Systems

Simulations are no longer optional. They are the intelligence layer of modern GTM.

Simulations provide:

  • Reduced manager overhead

  • Friendly, safe practice environments

  • Faster content creation cycles

  • Faster time-to-impact

But more importantly, they generate performance intelligence:

  • Skill gaps

  • Readiness trends

  • Manager coaching requirements

  • Predictors of performance

  • Revenue correlation

  • Forecastable impact of behaviors

This is where L&D becomes indispensable: Not because you teach, but because you create the feedback systems that accelerate revenue.



The New KPI System for L&D (goodbye Completion Rates)

Traditional metrics:

❌ Completion  ❌ Hours of training  ❌ Content volume  ❌ Attendance

New performance-aligned L&D metrics:

✅ Ramp time  ✅ Win-rate trends (correlated with simulation practice)  ✅ Deals lost due to performance gaps  ✅ Sales velocity improvements from simulation reps

These metrics turn L&D into a revenue function.



Final Word: L&D must transform or become irrelevant

This is not an incremental shift. It’s an existential one.

Traditional training is:

  • Too slow

  • Too outdated

  • Too disruptive

  • Too expensive

  • Too disconnected from actual GTM needs

The future belongs to L&D practitioners who embrace:

  • Zero-consumption learning

  • Workflow-embedded performance

  • Automation-first enablement

  • Simulation-driven intelligence

  • Revenue-aligned metrics

  • Moneyball thinking

  • Systems that make learning a side effect of doing

This is how L&D protects GTM productivity.  This is how L&D accelerates execution.  This is how L&D multiplies revenue.  This is how L&D earns its place in the future of business.

And this is how YOU, as an L&D or Enablement professional, stay ahead of the curve — not behind it. This is Project Moneyball's approach.

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