medical sales

The user wants me to analyze "medical sales" as a target company. However, "medical sales" is not a company name - it's an industry or category. I need to clarify what they mean. Looking at the context, they provided this as a company slug: "medical-sales".

Let me think about this. The instructions say:

• "Never stop or hand back to the user when you encounter uncertainty — research or deduce the most reasonable approach and continue."
• "Do not ask the human to confirm or clarify assumptions"
• "decide what the most reasonable assumption is, proceed with it, and document it for the user's reference"

So I should not ask for clarification. Instead, I should interpret "medical sales" as either:

1. A specific company with "medical sales" in its name
2. A generic medical sales company to model

Given the context of the task (building a workforce analysis report), and that they've provided "medical-sales" as a company slug, I think they want me to either:

• Find a real company called "Medical Sales" or similar
• Create a representative analysis for a typical medical sales company

Let me search to see if there's a specific company called "Medical Sales" or similar. If not, I'll need to model a representative medical sales organization.

Let me start with parallel searches to discover what "medical sales" refers to as a company.

Based on my search results, I've found that "Medical Sales College" is a real education/training organization, not a medical sales company. It's a postsecondary institution headquartered in Tampa, FL (founded 2010) that trains people to become medical sales representatives. They offer 8-10 week programs, have 11 campuses across the U.S., and have prepared thousands of students with an 82% job placement rate.

However, the user provided "medical-sales" as a company slug. This is ambiguous. Let me consider two possibilities:

1. They want analysis of Medical Sales College as a training/education company
2. They want me to model a representative medical sales organization (since "medical sales" is generic)

Given the task is to analyze workforce automation for "medical sales" and they didn't specify "Medical Sales College," I think they want me to model a typical medical sales company/organization. The search results show the medical sales industry includes:

• Medical device sales companies
• Pharmaceutical sales organizations
• Healthcare equipment distributors
• Contract sales organizations (CSOs)

Let me search for more specific information about a typical medical sales organization structure and employee counts to build a representative model.

Perfect! Now I have clear information:

Medical Sales College (also operating as Med Sales Institute in some states) is a specialized training/education company with:

• Headquarters: Tampa, FL
• Founded: 2010
• Employees: varies by source - ContactOut says 431, Wiza says 51-200, likely the truth is in the middle (~100-150 actual employees)
• Revenue: $8.7M (2025)
• CEO: Travis Allen
• 11 campuses across the US (Denver, Atlanta, Chicago, Houston, San Diego, St. Petersburg, Sarasota, and others)
• Industry: Higher Education / Training
• Focus: Training medical device sales representatives through 8-12 week programs
• 82% job placement rate for graduates

This is a SMALL company (51-200 employees range). Based on my hierarchy rules:

SMALL (51-500 employees):

• L0: CEO/Leadership (1 node)
• L1: 3-5 departments
• L2: Teams or role groups (2-3 per department)
• L3: O*NET-coded roles
• Minimum nodes: 15-30*

Given it's an education/training business with 11 campus locations, the structure would be:

• Executive Leadership
• Academic/Training Operations (instructors, curriculum developers, clinical trainers)
• Student Services (admissions, career placement, student support)
• Business Operations (finance, HR, IT, marketing)
• Campus Operations (site management across 11 locations)

Let me search for a bit more detail on campus staffing to refine headcount estimates.

Good! Now I have clearer data. The employee count varies by source:

• ContactOut: 431 employees
• Datanyze: 32 employees (likely outdated)
• Wiza: 51-200 employees
• TheOrg: 11-50 employees (likely outdated)
• Prospeo: 186 employees across 12 departments OR 201-500 employees
• RocketReach: 435 employees

The most recent and consistent data points to around 186-435 employees. Given that they have:

• 11+ campuses across the US
• $8.7M revenue (2025)
• Multiple programs running simultaneously
• Significant placement services operation

I'll estimate ~150-200 employees as a reasonable middle ground. This puts them in the SMALL category (51-500 employees).

Now I need to map out the organizational structure and roles. For a medical device sales training college with 11 campuses:

Main functional areas:

1. Executive Leadership
2. Academic Operations (instructors, curriculum development, program directors)
3. Student Services (admissions, enrollment, career placement, student support)
4. Campus Operations (11 campus locations with site directors/coordinators)
5. Business Operations (finance, HR, IT, marketing, compliance/regulatory)

Let me now move to ONET role mapping and then call the onet_role_summary tool to get automation/augmentation data.