Your Lab Doesn’t Need More Sales Executives. It Needs a Sales Architecture
- Raj Sehgal

- Feb 16
- 4 min read
Over the past 15 years, I’ve been interacting with diagnostic lab promoters across different regions & countries,
Let’s be realistic about the market dynamics, in many regions, demand is limited, doctor relationships are long-established, competition is aggressive, and pricing pressure is constant, making the demand/revenue & growth real constraints.
But here is what I’ve consistently observed:
Even in competitive markets, some labs grow steadily…while others struggle despite similar infrastructure.
The difference is rarely just demand.
It is the structure & systems
Many labs are operating with sales effort, but without sales framework!
And that distinction determines whether growth is fragile… or scalable.
The Misdiagnosis:
When revenue fluctuates, the usual reaction is:
Hire another sales executive
Increase targets
Replace a “non-performer”
Offer higher discounts/commissions
This may temporarily improve numbers.
But if the underlying structure is weak, instability returns.
Because sales driven by individuals is not the same as sales driven by systems & design.
Sales Team vs Sales Architecture for Diagnostic Labs
A sales team performs activities, whereas a sales architecture defines:
Territory logic
Specialty segmentation
Test positioning strategy
Incentive alignment
Reporting discipline
Review framework
Without architecture, effort becomes scattered.
And scattered effort rarely produces consistent profitability.

Where Most Diagnostic Labs Lose Control?
1. No Territory Intelligence
Coverage areas overlap. Doctor mapping is informal. Visit frequency is not standardised.
In competitive markets, randomness is expensive!
Structured territory design improves penetration even when demand is limited.
2. No Conversion & Margin Visibility
If I ask:
Which specialty generates highest margin contribution?
What is average billing per referring doctor?
How many new doctors were activated last quarter?
What percentage of billing is concentrated in top 20 accounts?
Many responses are estimates.
In diagnostics, estimates are risky.
Margins are thin. Credit cycles are sensitive. Discounting is common. Clarity is power.
3. KRAs or the Incentives Not Linked to Strategy
Most labs incentivise volumes alone.
Few incentivise:
High-value test promotion
Credit discipline
Specialty diversification
Preventive package penetration
Sales behaviour follows incentive design.
If incentives reward only billing, strategy will be compromised.
4. Promoter Dependency
In many standalone labs, key doctors and corporates are handled directly by the owner.
This creates:
Growth ceiling
Operational dependency
Decision fatigue
Scalability limits
A business heavily dependent on promoter intervention cannot expand efficiently.
What Structured Labs Do Differently?
More mature diagnostic networks, even in competitive cities, share certain disciplines:
Territory mapping
Doctor specialty classification
Defined visit cycles
Sales reporting dashboard (even simple structured formats)
Strategic monthly review meetings
Pricing governance for corporate accounts
These systems don’t eliminate competition.
They make growth more predictable despite competition.
A Shift in Role for Lab Promoters
To scale sustainably, the promoter’s role must evolve:
From “Managing sales executives” to “Designing sales & revenue systems”
That shift transforms:
Stability
Profitability
Scalability
Enterprise valuation
Salespeople create movement, Sales frameworks creates resilience.
A Reflection Worth Considering !
If tomorrow:
Your top sales executive resigns
A competitor increases discounts/commission to your doctors
Corporate payments get delayed
Will your revenue remain stable? Or will it fluctuate immediately?
That answer reveals whether you have effort or the structure.
A Practical Note for Standalone Labs and Chains
Standalone labs form the majority of the market. Many operate with tight margins and understandably hesitate to invest in consultants.
At the same time, larger chains often believe internal teams can drive transformation and sometimes they can.
However, structured change typically requires:
Objective external perspective
Sales process redesign
Territory restructuring
Incentive recalibration
Practical sales training aligned with diagnostic realities
Transformation is less about manpower and more about method.
Closing Perspective & Beyond....(Must Read)
Diagnostics is no longer defined only by accuracy and turnaround time. Those are foundational but no longer differentiators. Sustainable success today depends on financial discipline, strategic market positioning, structured revenue design, and leadership that goes beyond day-to-day operations.
Over the years, I’ve worked closely with diagnostic promoters and management teams to redesign sales structures, implement territory frameworks, conduct focused sales training, and align growth strategy with operational realities.
The transformation required is rarely dramatic. More often, it is structured thinking applied consistently: clarity in roles, discipline in data, alignment in incentives, and review mechanisms that drive accountability: Sales Architecture for Diagnostic Labs
This is precisely where an external, experienced perspective can accelerate change by diagnosing structural gaps, redesigning sales frameworks, and implementing practical, field-level systems that deliver measurable improvement.
At Gratitude Healthcare, we complement strategic advisory with AI-powered business analysis tools that provide data-backed insights, performance benchmarking, risk identification, and actionable recommendations.
Beyond one-time interventions, we support promoters and management teams with ongoing review mechanisms and structured guidance, ensuring that improvements are not temporary adjustments, but embedded systems that drive sustained revenue stability and scalable growth.
In diagnostics, structure compounds. Small refinements in system design, when sustained, create disproportionate long-term stability. If this perspective resonates with you, it may be worth reflecting on a simple question: is your lab operating on effort… or on architecture?




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