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Quaker Analytics
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Quaker Analytics transforms the commercial auto industry with data-driven tools for smarter, faster, and more accurate claims resolutions.
The plaintiff argument your team grades as C- may be the one jurors accept. Paul Berne explains why broker liability defenses should be tested with different presentations before reserve, mediation, and trial positions harden. #Trucking #InsuranceClaims

bit.ly/4xtQs3o
Montgomery v. Caribe Transport II LLC, Part 2: A Defense Action Plan for Broker Negligent Selection Claims — Quaker Analytics
One legal point should remain clear in Part 2: the Supreme Court resolved the federal preemption question and returned the case to the lower court. It did not decide that C.H. Robinson was negligent o...
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August 24, 2026 at 5:17 PM
The Supreme Court’s broker liability ruling may bring more freight brokers into trucking litigation. Our new article looks at what that could mean for commercial auto claims, exposure evaluation, and jury risk.

bit.ly/3Q4CaGy

#Trucking #Insurance #Litigation
The Supreme Court’s Broker Liability Ruling Through a Commercial Auto Claims Lens — Quaker Analytics
The Supreme Court’s recent decision in Montgomery v. Caribe Transport II, LLC is worth close attention for anyone involved in commercial auto claims, trucking litigation, freight brokerage, or tra...
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June 11, 2026 at 1:21 PM
A broker may still have strong defenses after Montgomery v. Caribe. The shift is that more negligent selection claims may be fought on the facts, not dismissed early.

bit.ly/3Q4CaGy

#CommercialAuto #ClaimsManagement #RiskManagement
The Supreme Court’s Broker Liability Ruling Through a Commercial Auto Claims Lens — Quaker Analytics
The Supreme Court’s recent decision in Montgomery v. Caribe Transport II, LLC is worth close attention for anyone involved in commercial auto claims, trucking litigation, freight brokerage, or tra...
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June 8, 2026 at 8:54 PM
If you want a simple way to track claims progress, start with time to close.
Our case study shows how the most common closing timelines shifted in a client portfolio over 10, 5, and 3 years.

bit.ly/4bC6Kz7
#Insurance #Analytics #DataScience
What we’re seeing in time‑to‑close, broken out by claim segment — Quaker Analytics
Time to close is a straightforward metric, but it stays useful. It reflects how quickly a claim moves through the decisions that matter. That includes early evaluation, getting the right resources inv...
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April 1, 2026 at 5:07 PM
Ever wonder why some commercial auto claims stay open for years?
We tracked time to close across 10, 5, and 3-year snapshots. Recent period shows earlier closure: lower severity shifted 2y to 1y; higher severity 3y to 2y.
bit.ly/4bC6Kz7
#Insurance #Claims #Analytics
What we’re seeing in time‑to‑close, broken out by claim segment — Quaker Analytics
Time to close is a straightforward metric, but it stays useful. It reflects how quickly a claim moves through the decisions that matter. That includes early evaluation, getting the right resources inv...
bit.ly
March 24, 2026 at 6:05 PM
New case study from Quaker Analytics: in Harris County, TX, minor soft tissue injury claims show the biggest uptick in plaintiff attorney representation between days 30–90.

We turn that into a Day 90 checkpoint and pair it with loss distributions.

bit.ly/4kXSlAj

#DataScience #Analytics #Claims
Day 90 in Harris County: What the Data Says About Attorney Risk and Paid Loss Severity — Quaker Analytics
By Quaker Analytics Data Science (with commentary from our claims SME team) Not every claim needs our predictive model treatment—but the best outcomes tend to happen when you can spot inflection poi...
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March 3, 2026 at 7:26 PM
If you work on commercial auto claims models: this post shows how we combine venue context, timing windows, and robust summary stats (quartiles, IQR, fences) to make outputs more usable for claim teams. bit.ly/4kXSlAj

#DataScience #InsuranceAnalytics #Claims #Insurtech
February 25, 2026 at 11:43 PM
Late recognition of exposure is one of the most expensive patterns in trucking claims. What to watch for before the file hardens >> bit.ly/4aqsE6N

#TransportationLaw #SocialInflation #Risk
Five Early Warning Signs a Trucking Claim Is Headed for Social-Inflation Pain — Quaker Analytics
The trucking defense community doesn’t need another generic article about “nuclear verdicts.” Everyone knows the headlines. The bigger question is what matters on a real file, with real time pressure:...
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February 17, 2026 at 9:05 PM
Social inflation shows up case by case, not just in industry reports.
Five early warning signs a trucking claim may be trending toward extreme severity.

bit.ly/4aqsE6N

#TruckingLaw #TrialLaw #InsuranceClaims
February 11, 2026 at 5:56 PM
Commercial auto claims aren’t slowing down. We surface early exposure signals so teams can adjust strategy before costs escalate. Clearer insight leads to better decisions and stronger results.

#quakeranalytics #commercialauto #insurance #insurtech
January 8, 2026 at 6:49 PM
Generational shift = verdict shift.

Millennial & Gen Z jurors lean plaintiff and “go nuclear” more often (46% vs 35% Gen X). Newer studies show the trend continues.

Quaker Focus™ helps claims teams understand this risk with fast, venue-specific jury testing.

#quakerfocus #quakeranalytics
December 5, 2025 at 4:30 PM
2024 brought $1.4B in nuclear verdicts for commercial auto/trucking. Predictive analytics give claims teams an early view of exposure.
135 verdicts (>$10M)
Total reached $31.3B

Source: Marathon Strategies 2025
#nuclearverdicts #trucking #commercialauto #predictiveanalytics #quakeranalytics
November 18, 2025 at 7:47 PM
More carriers and insurers are turning to Quaker for our predictive analytics, valuation tools, and simulation platforms that help teams identify exposure sooner, close claims faster, and reduce litigation risk.

Source: Insurance Journal
#insurance #commercialautoinsurance #trucking
November 13, 2025 at 6:40 PM
You can’t assume a jury will see it your way.

Quaker Focus™ tested a dashcam case where perception outweighed proof.

The result reshaped both trial strategy and settlement value.

bit.ly/4qE4uwG
#Litigation #TrialPreparation #NuclearVerdicts #QuakerFocus
When the Dashcam Wasn’t Enough: How Quaker Focus™ Revealed the Real Verdict — Quaker Analytics
Mock jurors saw what attorneys — and insurers — missed. The result? A fivefold verdict swing that changed how both sides value evidence.
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November 6, 2025 at 5:40 PM
Jurors don’t just see evidence — they interpret it.

In one Quaker Focus™ simulation, the dashcam told one story. Jurors told another.

That gap changed strategy — and the outcome.

Read the full case: bit.ly/4qE4uwG

#LitigationStrategy #MockJury #VerdictData #QuakerFocus
When the Dashcam Wasn’t Enough: How Quaker Focus™ Revealed the Real Verdict — Quaker Analytics
Mock jurors saw what attorneys — and insurers — missed. The result? A fivefold verdict swing that changed how both sides value evidence.
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November 4, 2025 at 5:00 PM
Even the best claims teams have nightmares—especially when the verdict doesn’t go their way.

In “Nightmare on Claims Street,” see how Quaker Focus™ helps turn fear into foresight with real jury data.

#ClaimsStrategy #TrialPrep #LitigationInsights #Halloween2025
October 29, 2025 at 3:50 PM
Your next claim shouldn’t be a horror story. 👻

Don't wind up in the Hallway of Horror! See how Quaker Focus™ takes the fear out of trial prep...

#RiskManagement #ClaimsInnovation #InsuranceLeadership #Halloween2025
October 24, 2025 at 3:45 PM
“You must take the gloves off.” Joe Pappalardo explains why mock juries and analytics are now essential in defending trucking cases.

Watch + read: bit.ly/4gVAzf0

#TruckingDefense #ClaimsInsight #NuclearVerdicts #CommercialAuto
Impressions from Joe Pappalardo: Insights from a Leading Transportation Defense Attorney — Quaker Analytics
Joe Pappalardo has been a fixture in transportation defense for over 40 years. Known across the country as a trusted advocate for trucking companies and their insurers, he retired in January 2025 aft...
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October 14, 2025 at 3:45 PM
Joe Pappalardo reflects on 40 years in transportation defense — from nuclear verdicts to analytics that sharpen strategy.

Full Q&A with Quaker Analytics + video excerpts: bit.ly/4gVAzf0

#DefenseLaw #CommercialAuto #TrialPrep #VerdictTrends
Impressions from Joe Pappalardo: Insights from a Leading Transportation Defense Attorney — Quaker Analytics
Joe Pappalardo has been a fixture in transportation defense for over 40 years. Known across the country as a trusted advocate for trucking companies and their insurers, he retired in January 2025 aft...
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October 9, 2025 at 5:53 PM
Conning’s 2025 Commercial Auto Study flags reserve deficiencies as a direct hit to profitability.

The industry response: more reviews, stronger data, predictive models.

This is exactly what Quaker Analytics delivers — clarity where it matters most.
September 30, 2025 at 3:58 PM
Juror opinions change depending on when evidence is revealed.

Our latest blog shares a preview of a multi-vehicle collision case study, including facts, research design + participant insights.

Full download inside.
bit.ly/4pg0HVI

#TrialPrep #CaseStudy #Litigation
Quaker Focus™ San Diego Case Study — Quaker Analytics
Juror perception can make or break your case. See how 50 jurors reacted in a staged multi-vehicle collision — and what swayed their verdicts.
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September 17, 2025 at 6:54 PM
Attorneys + claims leaders: See how Quaker Focus™ applied staged evidence in a 3-car crash case study.

Blog covers case facts, research design + participant screening.

Full study download included >> bit.ly/4pg0HVI

#InsuranceLaw #ClaimsManagement #TrialStrategy
Quaker Focus™ San Diego Case Study — Quaker Analytics
Juror perception can make or break your case. See how 50 jurors reacted in a staged multi-vehicle collision — and what swayed their verdicts.
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September 15, 2025 at 8:29 PM
Informed claims management starts with early detection. See how Quaker Analytics' tools helped a trucking company manage a complex spinal surgery claim. bit.ly/49sv6ZB #ClaimsTechnology #InsuranceInnovation #PredictiveAnalytics
Quaker Analytics Exposure Recognition System — Quaker Analytics
CASE STUDY One of our clients, a large self-insured trucking company, faced a familiar yet challenging scenario: a low-speed, low-impact collision, where soon after a spinal surgery was claimed, a...
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July 16, 2025 at 5:14 PM
Are accident forms helping you—or hurting you?
If your driver fills one out alone, it may end up in the plaintiff’s exhibit binder.

Learn when to use them and how:
bit.ly/3Zf4IP4

#AutoClaims #ClaimsManagement #Trucking
Mitigating Risks in Commercial Fleets: Claims Insights, Part II — What Happens After the Crash Matters More Than You Think — Quaker Analytics
Let’s talk about what happens after the wreck. In Part I , we covered how poor hiring practices lead to poor outcomes—because yes, you really do hire your accidents. But once the crash happens, it...
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June 17, 2025 at 4:48 PM
You might remember Part I in our Mitigating Risks series where we covered poor hiring practices that lead to poor outcomes–in Part II we discuss what do in the moments immediately following a crash.

Check it out: bit.ly/3Zf4IP4

#claimsmanagement #riskmanagement #commercialautoinsurance
Mitigating Risks in Commercial Fleets: Claims Insights, Part II — What Happens After the Crash Matters More Than You Think — Quaker Analytics
Let’s talk about what happens after the wreck. In Part I , we covered how poor hiring practices lead to poor outcomes—because yes, you really do hire your accidents. But once the crash happens, it...
bit.ly
June 4, 2025 at 5:25 PM