How Fibre Tec Packaging resolved 91% of identified safety risks in under a year

A Chicago packaging manufacturer used CompScience's AI-powered video analytics to surface the hazards their claims data couldn't show — then acted on them.

303 hrs
Video analyzed, 2 sessions
91%
Actions completed (30 of 33)
95%
Program SafetyScore
Company Fibre Tec Packaging LLC
Location Chicago, Illinois
Industry Packaging Manufacturing
01 — The Challenge

A Claims History That Didn't Tell The Full Story

Fibre Tec's high mod rate reflected years of costly workers' compensation claims — but the numbers alone couldn't explain what was driving them, or where the next major incident would come from.

02 — The Approach

Two Video Analysis Sessions. A Complete Hazard Picture.

Session 01

135 hours

Fall hazards from bale-standing, unguarded pinch points, ergonomic strain patterns, forklift safety gaps.

Session 02 6 Months later

168.4 hours

Continued ergonomic risk, floor condition hazards linked to the $100K fall, machine guarding gaps, PPE non-compliance.

03 — Key Findings

What The Video Saw That The Claims Data Couldn't

Four causal risk categories, scored with CompScore — an AI-powered indicator that predicts future losses and measures improvement over time.

1.

Workers standing on cardboard bales

Employees repeatedly climbed onto 4+ foot stacks of baled cardboard to feed balers — a behavior not documented in any claims record.

2.

Systemic ergonomic risk

Workers bending entirely at the waist to retrieve sheets from floor level — the root cause behind ~$500K in strain injuries, confirmed on video.

3.

Unguarded machine points

Hands routinely entering danger zones near conveyor nip points and baler pinch points — despite zero historical losses in this category.

4.

Forklift & material handling risks

Forklifts operating with view-obstructing loads, workers without hi-vis clothing, and unstable stacks creating falling-object hazards.

On the Floor

From flagged hazard to engineered fix

Workers standing on 4+ ft bale stacks to feed the baler — resolved with engineered work platforms, preventing 80+ unsafe exposures monthly.

04 — The Results

91% of actions completed in under a year

From June 2025 through April 2026, Fibre Tec's team resolved 30 of 33 recommended actions across risk mitigation, program onboarding, and ongoing safety milestones.

91%
Actions completed (30 of 33)
95
Program SafetyScore out of 100
75→25
Struck By CompScore improvement
10 mo
10 mo Program start to near-completion
The Predictive Proof Point

Caught In / Between had zero claims history — but pinch points scored 75 (Very High Risk) in session one. CompScore identified the risk before any incident occurred. That’s the catastrophic incident that hasn’t happened yet — and now won’t.

CompScience supported us to quickly identify and work through critical action items. Now the focus has shifted from the flashing red items to more proactive safety measures.

David Shapiro Fibre Tec Packaging

Get the complete Fibre Tec case study

The full PDF includes everything the summary can't cover:

  • Complete CompScore data and session-over-session progression
  • Full risk findings with sub-scores across all categories
  • The 33-point action plan with exposure prevention data
  • CompScience's four-phase program methodology