🏥 Continuum RM🛡️ RiskFlow🦷 Dental Continuity

Risk Scoring Engine

AI-Powered Claims, Pharmacy & Clinical Analytics

Score every claimant and employer group 0–100 in seconds; not quarterly review cycles.

RiskFlow's scoring engine ingests paid claims, pharmacy fills, and clinical context, then runs a weighted risk model to produce a transparent 0–100 Stop-Loss Exposure Score for every member and a portfolio roll-up for every employer. Scores refresh the moment new claims land, so account managers triage tomorrow's $250K claimant today.

0–100
Per-member exposure score
< 5 min
From upload to insight
4 tiers
Low → Critical severity
Daily
Re-score cadence

Key Features

Per-Claimant Scoring
0–100 per member

Each member gets a 0–100 exposure score tied to claims velocity, diagnosis category, pharmacy mix, and decade-of-life risk. Score appears inline on the claimant card.

Employer Roll-Up
1 score per group

Individual scores aggregate into an employer risk score with tier distribution (low / moderate / elevated / critical) and projected renewal impact.

Claim Velocity Detection
< 5 min lag

The model flags sudden claim spike deltas against the trailing 90-day baseline so newly-accelerating claimants surface before the deductible is breached.

Trajectory & Projection
12-month forecast

Projected year-end claims are computed per claimant against the specific deductible and aggregate corridor; renewal risk score forecast on a 12-month horizon.

How It Works

STEP 01

Ingest Claims Feed

Monthly 837/835 files via secure SFTP or API. Members match to existing exposure records by de-identified ID.

STEP 02

Score & Categorize

Engine scores each member on claims velocity, diagnosis category, pharmacy mix, and historical burn against deductible.

STEP 03

Aggregate Employers

Member scores roll up into portfolio-level risk tiers and renewal increase percentage per employer group.

STEP 04

Surfaced in Dashboard

Scores, trends, and projected renewal impact light up the executive command center and claimant registry.

Success Story

“We flagged a $380K claimant six weeks before our carrier did. That single score paid for three years of RiskFlow.”
M
Marcus Reyes
Stop-Loss Broker, 22 employer groups

Ready to see this in action?

Open the live module inside RiskFlow, or explore another platform capability.