Validated Risk Intelligence

CHIP Score

Carrier Health Intelligence Platform

Predictive risk scoring that outperforms ISS and BASIC Alerts. See past the gatekeeper—identify your best and worst risks with 2.5x better differentiation.

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134pt
Loss Ratio Spread
2.5×
Better Than ISS
6
Risk Tiers
0%
Preferred Tier LR
Validation Study

Proven Predictive Performance

A 2-year loss ratio analysis of 43 commercial trucking accounts ($9.7M premium, $4.3M losses) compared ISS, BASIC Alerts, and CHIP.

Loss Ratio Spread: Best Tier → Worst Tier

ISS 17.8% → 72.1%
54 pts
BASIC Alerts 17.8% → 83.7%
66 pts
CHIP 0.0% → 134.3%
134 pts
CHIP Tier
Accounts
Premium
Loss Ratio
PREFERRED
3
$229K
0.0%
STANDARD
11
$1.97M
14.2%
MODERATE
6
$2.11M
28.2%
ELEVATED
8
$2.27M
45.3%
HIGH
8
$2.24M
67.7%
CRITICAL
1
$678K
134.3%
💡

Hidden Risks in "Clean" Carriers

Three accounts with 0 BASIC Alerts and ISS PASS generated $450K in losses on $547K premium (82% loss ratio). CHIP flagged these as MODERATE risk—catching what traditional methods missed.

Study Methodology: 43 commercial trucking accounts, 2-year policy periods, $9.7M auto liability premium, $4.3M incurred losses (44.4% overall loss ratio). Loss ratios calculated as incurred losses ÷ written premium. ISS scores and BASIC alerts from FMCSA. CHIP scores from proprietary model incorporating peer-relative metrics, violation intensity, and venue risk factors.
Risk Intelligence

What CHIP Analyzes

Beyond raw FMCSA data—context that matters for loss prediction.

📊

Peer Percentile Ranking

How does this carrier compare to others of the same size and operation type? A 52nd percentile carrier with ISS 96 is different than an 85th percentile with ISS 96.

⚠️

Violation Intensity

Not all violations are equal. CHIP weighs severity—a driver log paperwork violation vs. brake failure tells a different story.

⚖️

Litigation Risk Factor

Where does this carrier operate and domicile? Nuclear verdict counties increase exposure regardless of safety metrics.

📈

BASIC Recovery Forecast

Where will this carrier's scores be in 6 months? Trend analysis predicts improvement or deterioration.

🦎

Chameleon Detection

Flags carriers with prior revocations, related DOT numbers, and reincarnation patterns that indicate hidden risk.

🔒

Authority & Insurance Verification

Real-time authority status, insurance filings, and process agent information—validated against FMCSA records.

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Access CHIP Score

API Access

Real-time scoring via REST API. Submit a DOT, get the full risk profile in milliseconds.

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📋

Batch Scoring

Score your entire book of business. Upload DOT numbers, receive comprehensive analysis.

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See Past the Gatekeeper

Get peer-relative risk scores, violation intensity, venue exposure, and more—for any DOT number.