The death of Traditional Training in GTM Organizations
- Avner Baruch
- Nov 28
- 5 min read

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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