David Okonkwo
SIU Manager · Selective
DO
Selective Insurance  /  Executive Overview

The book of business, scored & sorted.

Last sync  3 min ago
Period  Apr 1 – 22, 2026
Carrier  Selective · National

Claims Under Continuous Monitoring

52,940
100% of open injury claims

Signals Surfaced · 30d

2,184
412 high severity

Reserve at Risk · Flagged

$51.2M
across 1,284 claims

Indemnity Recovered · YTD

$8.7M
14.1× Carpe Intelligence spend

4-Tier Desk Ladder The Reasoning Engine routes every claim to the lightest desk that safely clears it. Spend scales with signal.

Tier 1 · Auto-Close
38,604 claims
Automated · No Touch
FNOL-scored clean. Zero adjuster effort. Routed straight to payout or denial per policy.
Reserves$214M
Avg cycle14 sec
% of book72.9%
Tier 2 · Standard
11,426 claims
Adjuster-Handled
Normal WC/Auto/GL flow. OIA running quietly in background. Reasoning Engine pre-ranks priority.
Reserves$168M
Avg cycle38 days
% of book21.6%
Tier 3 · Enhanced Review
2,628 claims
OIA + IR Snapshot
Contradiction signals flagged. Snapshot or Standard IR ordered. Adjuster briefed by Reasoning Engine.
Reserves$88M
Avg cycle62 days
% of book4.9%
Tier 4 · SIU Deep Dive
282 claims
Pro+ IR · Carpe Intel
Full analyst workup, image forensics, 16-step OSINT. Court-ready evidence packages.
Reserves$31M
Settlement impact$24.2K avg
% of book0.53%

Claims Reasoning Engine Proprietary AI layer: pattern recognition, contradiction analysis, cross-product learning — 30-day snapshot.

Pattern matches
14,207
Identity / network / device recurrences across the book.
Contradiction flags
3,842
Stated injury vs. observed behavior mismatches. 68% concentrated in WC + Auto BI.
Cross-product signals
891
Signals flowing OIA → IR → Intel — each step compounds the next.
Source: Reasoning Engine telemetry · reviewed 04/22/26 · evidence chain preserved on every flag.

Portfolio ROI · Modeled Annual Impact

Total modeled impact · 95K claims/yr
$30.6M
5–10× documented ROI across deployed carrier base
Severity reduction
$23.6M
Earlier detection → smaller settlements
Litigation reduction
$5.4M
Evidence-driven resolution
Settlement speed
$1.6M
Faster closure when defensible
Carpe spend
$2.0M
100% monitoring · vs. $2.4M internal team at 20%

Live feed · flagged claims

Claim Claimant LOB Reserve OIA Latest signal Stage When
CLM-2026-48221 Marcus Chen WC $47,500 87 Jet-ski post + GoFundMe — 9 contradictions confirmed by Carpe Intel Tier 4 · Pro+ IR 12 min ago
CLM-2026-48107 Danielle Brooks Auto BI $32,800 79 CrossFit reel 3 weeks post-DOL; face match 99% Tier 3 · Standard IR 1 hr ago
CLM-2026-47992 Dominic Álvarez WC $28,400 74 GoFundMe contradicts work restriction; new listing detected Tier 3 · Monitoring 2 hr ago
CLM-2026-47814 Rachel Okafor GL $19,200 64 Snapshot IR delivered — auto-escalated to Standard by Reasoning Engine Tier 3 · IR Upgrade 3 hr ago
CLM-2026-47710 Kevin Alvaro Auto BI $41,100 81 Device re-used across 3 prior claims · 2 carriers Tier 4 · SIU 5 hr ago
CLM-2026-47598 Jason Park WC $22,900 58 LinkedIn shows new coaching role — employment contradiction Tier 3 · Enhanced 7 hr ago