I call it Risk Waste.
Risk Waste is the gap between what a company actually pays to manage its risk, workers' compensation, incident administration, insurance premiums, return-to-work costs, and regulatory penalties, and what it would pay if it operated with best-in-class risk management practices.
For a PE-backed manufacturer or logistics company with 400 employees and $2M in annual workers' comp spend, that gap is often $400,000 to $600,000 per year. That's not an estimate I'm pulling from thin air. It's what we see repeatedly in the companies we work with before we begin and what we document as improvement within 12 months of deployment.
Risk Waste is the gap between what a company actually pays to manage its risk — workers' compensation premiums, claim payments, incident administration, return-to-work costs, and regulatory penalties — and what it would pay if it operated with best-in-class risk management practices. Risk Waste is not random; it is caused by specific, identifiable operational failures that can be measured and corrected.
Risk Waste has several distinct sources, and in my experience, most middle-market PE portcos are suffering from all of them simultaneously.
Claim Lag
When a worker gets injured on a Thursday afternoon at a manufacturing facility and the incident isn't reported to the carrier until Monday morning, you've already added days to the claim duration and claim duration is the single largest driver of workers' comp cost. Every day between incident and carrier notification gives the injury more time to worsen, the employee more time to find an attorney, and the claim more time to escalate. The average claim lag we see in newly onboarded customers is 3.7 days. The industry best practice is same-day or next-day notification. That gap has a direct dollar value.
Manual OSHA Recordkeeping
OSHA's recordkeeping requirements are not optional — and the administrative burden of managing them manually is enormous. Our customers report spending an average of 12 hours of risk management and HR time per incident on documentation, form completion, and compliance verification. Multiply that by 50 incidents per year, which is modest for a 400-person industrial company, and you're consuming 600 hours of expensive professional time on paperwork that should take 30 minutes per incident with the right technology.
Slow Return-to-Work
Modified duty programs are the most powerful tool in workers' compensation management and most middle-market companies have them on paper but not in practice. Getting an injured employee into a modified duty role requires coordination between the risk manager, the supervisor, the treating physician, and sometimes the carrier. Without a system to manage that workflow, it falls through the cracks. Our data shows that Aclaimant customers return injured employees to work an average of three days faster than their pre-deployment baseline. At $400–$1,500 per day in WC costs, that adds up fast across hundreds of annual claims.
High EMR: the Compounding Tax
The Experience Modification Rate (EMR) is the multiplier that workers' compensation insurers apply to your base premium based on your historical claims experience. An EMR of 1.0 means you pay the standard rate. An EMR of 1.25, which is common in middle-market industrial companies that don't actively manage risk, means you're paying 25% above standard. For a company paying $2M in base premium, that's $500,000 per year in excess insurance cost. And here's the compounding problem: a high EMR today is calculated from incidents that happened 2–4 years ago. Risk Waste has a long tail.
Here's what I've observed in working with PE-backed industrial companies: the moment of acquisition is the single best window to establish best-practice risk management infrastructure. A new ownership event creates organizational receptivity to change that is hard to replicate later in the hold period. The company is already in operational transition. Management teams are primed to adopt new tools and processes. The 100-day plan is being written.
Most PE operators use this window to standardize ERP systems, financial reporting, and HR infrastructure. Very few use it to stand up a best-practice risk management program. That's a missed EBITDA opportunity and it compounds in the wrong direction over the hold period.
"Every year that passes without active risk management is another year of EMR building in the wrong direction. By the time you're preparing for exit, you're paying for claims from 3 years ago."
— David Wald, Cofounder & President, Aclaimant
There's also a portfolio-level case that I find compelling. When a PE firm has 8–12 portfolio companies in industrial, manufacturing, and field services, deploying a single risk management platform across all of them creates something genuinely valuable: cross-portfolio benchmarking. Which portcos have above-average EMRs? Which locations are driving 80% of the claim volume? Which supervisor cohorts are creating the most incidents? That analytics layer has never existed before for the GP — because every portco was managing risk in isolation. It changes the conversation with LP advisors, operating partners, and eventual buyers.
The companies that perform best on risk management share a few common characteristics:
None of this requires building custom technology. It requires deploying the right platform — one that is purpose-built for the way industrial and field-services companies actually operate, not adapted from a healthcare or insurance product.
Let me put some numbers to this for a hypothetical PE-backed manufacturing company:
|
Metric |
Before Aclaimant |
After Aclaimant |
|
Annual WC claim spend |
$2,000,000 |
$1,566,000 (−21.7%) |
|
Admin hours per incident |
12 hours |
<1 hour (automated) |
|
Avg. claim duration |
47 days |
44 days (−3 days) |
|
EMR |
1.22 |
1.08 (after 24 months) |
|
Insurance premium (excess) |
$440,000/yr |
$160,000/yr |
|
Total annual Risk Waste |
$874,000 |
$174,000 |
The difference $700,000/yr flows directly to EBITDA. At an 8× exit multiple, that represents $5.6 million in incremental enterprise value created by best-practice risk management.
Note: Figures are illustrative based on Aclaimant customer averages. Individual results will vary.
If you're a PE partner with a portfolio concentration in industrial, manufacturing, logistics, or field services, I'd encourage you to run a simple calculation: take your portcos' combined workers' comp spend, multiply by 21.7%, and ask yourself whether that number is worth a conversation.
The deployment model for PE is straightforward. We pilot with your highest-priority portco, prove the ROI within 90 days, and roll the same playbook across the portfolio. One standardized integration. One analytics layer. One before/after story for your exit data room.
I'm David Wald, cofounder of Aclaimant. If you'd like to see a portfolio risk assessment, a mapping of your portcos against our benchmark database, I'm happy to run one at no cost. It takes about 30 minutes and gives you a clear picture of where the Risk Waste is concentrated.
Common questions about Risk Waste, workers' compensation management, and risk management for PE-backed companies.
What is Risk Waste in private equity portfolio companies?Risk Waste is the gap between what a company actually pays to manage its risk, workers' compensation premiums, claim payments, incident administration, return-to-work costs, and regulatory penalties, and what it would pay if it operated with best-in-class risk management practices.
For a PE-backed industrial company with $2 million in annual workers' comp spend, that gap is typically $400,000 to $600,000 per year. Risk Waste is caused by four specific, identifiable operational failures: claim lag, manual OSHA recordkeeping, slow return-to-work programs, and EMR inflation.
Aclaimant customers average a 21.7% reduction in workers' comp claim costs after deploying an active risk management platform. For a company spending $2 million annually on workers' comp, that represents approximately $434,000 in annual savings that flows directly to EBITDA.
A PE-backed national staffing company with 90+ branches achieved a 25% reduction in total claims and standardized risk management across 150+ users on a single Aclaimant deployment.
An Experience Modification Rate (EMR) is a multiplier that workers' compensation insurers apply to a company's base premium based on its historical claims experience. An EMR of 1.0 is average; an EMR above 1.0 means the company pays above the standard rate.
For PE-backed companies, EMR has two distinct financial implications: current cost (an EMR of 1.25 on a $2M base premium = $500,000 in excess annual insurance cost) and exit quality (a declining EMR trend demonstrates improving risk management quality, which sophisticated buyers factor into valuation). EMR improvements take 2–3 years to fully materialize, which means starting at acquisition is essential.
Claim lag is the delay between when a workplace injury occurs and when it is formally reported to the workers' compensation carrier. The industry average claim lag in companies without active risk management is 3–5 days. Best practice is same-day or next-day carrier notification.
Every day of claim lag adds to total claim duration and cost, as the injury has more time to worsen and the employee has more time to seek legal representation. Each additional day of claim duration costs approximately $400–$1,500 in total WC-related expenses, depending on the industry and claim type.
The standard PE deployment model has four phases:
Portfolio Assessment (Free): Aclaimant maps the PE firm's industrial portcos against its benchmark database, identifying where Risk Waste is most concentrated and which companies offer the greatest ROI from an active risk management deployment.
Pilot (Days 0-90): Deploy at the highest-priority portfolio company. Aclaimant is 100% configurable and deploys in weeks without disrupting existing operations.
Prove ROI (Days 90-180): Establish a before/after baseline with documented WC cost reduction, admin time savings, and return-to-work improvements. This data becomes the business case for portfolio-wide rollout.
Standardize Portfolio-Wide: Roll the same playbook across all ICP portcos. A unified data model enables cross-portfolio benchmarking and LP-ready risk reporting.
The highest workers' comp exposure industries commonly found in PE portfolios are:
Aclaimant automatically generates and populates required OSHA forms (300, 300A, and 301) based on incident data entered in the field, eliminating the 10–14 hours of manual form completion and verification that most industrial companies spend per incident. The platform flags recordable incidents automatically based on OSHA criteria, tracks 300-log entries across all locations, and maintains audit trails for regulatory review. Return-to-work schedules are tracked and managed to ensure OSHA recordkeeping accuracy on case outcomes.