> This is the markdown version of https://www.classet.ai/use-cases/private-equity
> Learn more at https://www.classet.ai



For private equity owners and platforms

# Frontline hiring is a value creation lever.

Most portfolios don't measure it. Every open technician, driver and caregiver seat is booked work a portfolio company can't deliver. Classet gets applicants on the phone the moment they apply, at every brand you own, so the companies you buy keep hiring through integration and the recruiting team doesn't grow with every deal.

[Book a demo](/demo?ref=use-case-private-equity-hero)[See the platform offer](/land/portfolio-hiring)

Keep your ATS. Put Joy to work in your hiring process.

![Frontline technicians and field workers at a portfolio company](/_next/image?url=%2Fimages%2Fuse-cases%2Fskilled-trades-candidates-hero.png&w=3840&q=75)

For operating partners, portfolio operations and platform People leaders

-   Put a frontline hiring number in the value creation plan
-   Keep add-ons hiring while you integrate them
-   Grow the portfolio without growing the recruiting team

Updated October 29, 2026

## What is frontline hiring as a value creation lever?

Frontline hiring as a value creation lever means treating the time it takes a portfolio company to fill technician, driver, guard, caregiver and other hourly seats as an operating metric that moves EBITDA, the same way an owner treats pricing, procurement or route density. An empty service seat is booked work the company can't deliver, and a slow first call hands applicants to the competitor who called first. The deal model rarely shows either one.

Classet works with private equity owners, roll-up platforms and the portfolio companies they own. Joy, Classet's AI recruiter, phone-interviews frontline applicants the moment they apply, including nights and weekends. Each brand's recruiters get a structured summary, a transcript and a recording, and they decide who moves forward. Joy has run more than 500,000 AI interviews, and 88% of candidates rated the experience positively across 10,167 ratings.

## Used by multi-location and multi-brand operators

[![Happy's Car Wash](/_next/image?url=%2Fcustomer-logos%2Fhappys-car-wash.png&w=256&q=100)](/case-studies)[![Oil Stop](/_next/image?url=%2Fcustomer-logos%2Foilstop.png&w=256&q=100)](/case-studies)[![Ewing Outdoor Supply](/_next/image?url=%2Fcustomer-logos%2Fewing.png&w=256&q=100)](/case-studies)[![Paladin](/_next/image?url=%2Fcustomer-logos%2Fpaladin.png&w=256&q=100)](/case-studies)[![Ace Handyman Services](/_next/image?url=%2Fcustomer-logos%2Face-handyman.png&w=256&q=100)](/case-studies)

Private Equity Portfolio customer story

## Two brands, 37 locations, one people lead

Watch: Happy's Car Wash customer story

Oil Stop and Happy's Car Wash run 30 quick-lube shops and 7 car washes with one people lead. Joy interviews applicants for both brands the moment they apply, and he decides who to hire at each site. He got back at least 60% of his week, and the group runs a 99% fill rate.

> “Classet returned at least 60% of my week. Before, I was spending nights and weekends reviewing applications — now I get to focus on the people who matter.”

![Happy's Car Wash logo](/_next/image?url=%2Fcustomer-logos%2Fhappys-car-wash.png&w=96&q=75)

Ben Enns

Head of People, Happy's Car Wash

[Read the Happy's Car Wash story](/blog/case-study-oil-stop-and-happys-car-wash)

[Book a demo](/demo?ref=use-case-private-equity-case-study)

## Why it matters more now

Bain's 2026 Global Private Equity Report sums up the new deal math in one rule of thumb: "12 is the new 5." In the 2010s, a typical buyout needed about 5% annual EBITDA growth to return 2.5 times invested capital over five years. With today's borrowing costs and purchase multiples, Bain finds the same return now needs about 10% to 12% a year. Most of that has to come from operations.

McKinsey points the same way. Its initial analysis of more than 100 funds with post-2020 vintages found that general partners who focus on operational value creation earned up to two to three percentage points more IRR, on average, than their peers.

Most value creation plans cover pricing, procurement and back-office cost. Few of them put a number on the frontline labor plan, even though in home services, healthcare services, security, car wash and logistics, the people doing the work are the capacity.

10–12%

annual EBITDA growth a typical PE deal now needs for a 2.5x return, up from about 5%

[Bain & Company: Global Private Equity Report 2026 press release: '12 is the new 5'](https://www.bain.com/about/media-center/press-releases/2026/private-equity-resurgence-gathers-steam-as-new-era-challenges-firms-to-enhance-value-creationbain--company-global-pe-report/)

2–3 pts

higher IRR for GPs focused on operational value creation (initial analysis)

[McKinsey & Company: Bridging private equity's value creation gap](https://www.mckinsey.com/industries/private-capital/our-insights/bridging-private-equitys-value-creation-gap)

88%

of candidates rated Joy's interview positively, across 10,167 ratings

[Classet: Classet candidate feedback, 10,167 ratings on a 4-point scale, January to August 2026](https://www.classet.ai/land/candidate-experience)

## Where the value leaks at a portfolio company

Most of the leaks sit in the hours between an application arriving and a person calling back.

-   **Empty seats.** A technician who isn't hired is a truck that doesn't roll and jobs that get turned away. Our [cost of vacancy calculator](/blog/cost-of-vacancy-calculator) shows how to put a defensible daily number on a seat using margin, not revenue per employee.
-   **After-hours applicants.** Frontline candidates apply after their shift, at night and on weekends. If nobody calls until Monday, the good ones have already taken the job that called first.
-   **Brand-by-brand processes.** After a few add-ons, a platform often runs as many hiring processes as it owns brands: different ATSs, different screening questions, and a hiring manager at each brand making first calls between jobs. Nobody at the parent can see how long any of it takes.
-   **Agency and finder's fees.** When a brand can't fill a role, it calls a recruiter. Those fees land in SG&A at every brand, and they add up fast across a portfolio.
-   **A thin central team.** Many platforms run one to three recruiters for the whole group. Those recruiters spend their week on first calls instead of hard-to-fill roles.

## What to measure across the portfolio

Five numbers tell an operating partner whether frontline hiring is working. Measure all of them per brand, so you can compare the brands with each other.

Metric

What it tells you

Where it usually comes from

Time from application to first conversation

Whether applicants are reached before a competitor reaches them

Hard to get without a screening tool that time-stamps the call

Share of applicants who complete a first interview

How much of the paid applicant flow turns into a real conversation

Screening tool or ATS stage data

Share of applications that arrive outside business hours

How much demand lands when nobody is working

Application timestamps

Open frontline seats × days open

The size of the capacity gap, which you can price with a cost of vacancy model

ATS requisitions, or a count by brand

Agency and finder's fee spend

What the gap is already costing in cash

Accounts payable by brand

Time to fill matters too, but it trails everything above it. The first two numbers move inside a week, and that makes them the ones an owner can act on.

## How Classet works with owners, platforms and portfolio companies

The outcome is the same whoever owns the company: the brands keep hiring, applicants hear back the night they apply, and the central team doesn't grow with every deal. Who buys Classet depends on how the company is owned.

Who you are

What it means

How we work together

**Owner**: PE fund, family office, holding company or growth fund

You own the companies but rarely buy recruiting tools for them

We start with a hiring snapshot for two portfolio companies, and you introduce us to the team that owns hiring

**Platform**: a company actively buying other companies

Every acquisition is a new brand to onboard

One parent agreement, each brand on its own account, new brands live in about two weeks. See [Classet for platforms](/land/portfolio-hiring)

**Portfolio company**: owned by a fund, not acquiring

You are the buyer, and your owner is a reference

A standard rollout on your own roles, with your owner kept in the loop

**Acquirer**: a serial buyer with no PE owner

Works the same way as a platform

Same as a platform

For a platform, the setup looks like this:

1.  **One parent account, one account per brand.** Each brand keeps its own name, voice, interview questions and must-haves. A Group Admin at the parent switches between brands, and invites can be limited to a single brand.
2.  **The ATS each brand already uses.** Joy connects to Indeed directly and integrates with the major applicant tracking systems, so a brand that's mid-migration doesn't have to wait. See [integrations](/integrations). If a brand's ATS runs its own knockout questions, Joy starts from the stage after them, so it only calls applicants who passed.
3.  **The same first screen everywhere.** Joy calls or texts the moment someone applies, asks the brand's questions, and records each must-have as met or not met. Criteria Match shows how many must-haves a candidate met. Fast-track rates fit on each criterion and points to the strongest candidates for a first call. You decide how deep the scoring goes. Nobody is ranked against other candidates or turned away by software. A recruiter or hiring manager at the brand makes the call.
4.  **Reporting by brand.** A Group Admin moves between brands from one login, and we can set up reporting that puts each brand's interviews completed and time to first conversation side by side.

Ewing Outdoor Supply, a distributor with more than 250 branches in 31 states, put Joy on its more than 3,000 applicants a month so it could keep its rule of contacting candidates within two days without hiring another recruiter. The full story is in the [Ewing Outdoor Supply case study](/blog/case-study-ewing-outdoor-supply).

## What a hiring snapshot for two portfolio companies looks like

A snapshot tells an owner what the open seats at two portfolio companies cost and where applicants get lost, before anyone signs anything. It covers:

-   **Where the roles live.** Which open frontline roles are posted, where, and which ones never reach a job board.
-   **The applicant's first day.** We apply to a live role at each company and record how long it takes to hear back, and how.
-   **After-hours exposure.** How much of each company's applicant flow likely lands outside business hours.
-   **The cost of the gap.** A conservative cost of vacancy for the roles that matter most, built from the company's own margin assumptions.
-   **What changes with Joy.** What the first week would look like on one high-volume role.

Most owners start with the brand that's bleeding the most on one role, and expand from there.

## Frequently asked questions

### How can private equity firms improve hiring at portfolio companies?

Start with the first conversation. Measure how long it takes each portfolio company to reach an applicant after they apply, how many applicants complete a first interview, and how many seats sit open and for how long. Then fix the slowest step. For frontline roles, that is usually the first call, which waits for a recruiter or hiring manager to get to it. Classet calls applicants the moment they apply, at every brand, and hands the brand's team a summary and recording.

### Is frontline hiring part of a value creation plan?

It should be, wherever labor is the capacity: home services, healthcare services, security, car wash, field services and logistics. An unfilled technician or driver seat is revenue the company can't deliver, and agency fees to fill it hit SG&A. Put a number on open seats multiplied by days open, price it with a margin-based cost of vacancy model, and track time to first conversation as the leading indicator.

### Can each brand keep its own name and interview questions?

Yes. Each brand runs on its own account with its own name, voice, questions and must-haves, so applicants hear the brand they applied to. A Group Admin at the parent switches between brands from one login. Invites can be limited to one brand, so a brand's hiring managers only see their own candidates.

### Does Classet replace our recruiters or our ATS?

No. Joy handles the first phone screen so your recruiters and hiring managers spend their time on the candidates worth talking to. Joy connects to Indeed directly and integrates with the major applicant tracking systems, so each brand keeps the system it already uses. A person on your team decides who moves forward.

### How fast can a newly acquired brand start using Classet?

Most brands are live in about two weeks: a setup call with the brand's hiring lead, the brand's questions and must-haves, and a connection to Indeed or its ATS. A brand that hires through Indeed can be screening sooner. Larger ATS integrations with a security review can take longer.

### Do candidates mind talking to an AI recruiter?

Across 10,167 candidate ratings from January to August 2026, 88% rated Joy's interview positively. Applicants get a call at a time that suits them, including nights and weekends, instead of waiting days for a callback. The full research is on our [candidate experience page](/land/candidate-experience).

## Sources

1.  Bain & Company: [Global Private Equity Report 2026 press release: '12 is the new 5'](https://www.bain.com/about/media-center/press-releases/2026/private-equity-resurgence-gathers-steam-as-new-era-challenges-firms-to-enhance-value-creationbain--company-global-pe-report/) (accessed 2026-10-29)
2.  McKinsey & Company: [Bridging private equity's value creation gap](https://www.mckinsey.com/industries/private-capital/our-insights/bridging-private-equitys-value-creation-gap) (accessed 2026-10-29)
3.  Classet: [Classet candidate feedback, 10,167 ratings on a 4-point scale, January to August 2026](https://www.classet.ai/land/candidate-experience) (accessed 2026-10-29)
4.  Classet: Classet platform data, AI interviews run across customer accounts (accessed 2026-10-29)
5.  Classet: [Case study: Ewing Outdoor Supply](https://www.classet.ai/blog/case-study-ewing-outdoor-supply) (accessed 2026-10-29)

Your best frontline candidates are applying right now.  
Joy can interview them the moment they do.

[Book a demo](/demo?ref=use-case-private-equity-bottom)