DeepQ AI
Book a BootcampExperience it
Platform
EngagementCompany
Book a BootcampExperience it
DeepQ AI for Insurance

Bring AI into the way insurance actually works.

Sharper models. Faster claims. Stronger reserves. Held to the standards your actuaries set.

Experience it Book a Bootcamp

Get to the analyses you've been putting off

The submission patterns worth investigating, the claims signals worth modeling, the reserves worth re-examining — finally within reach. Work that took weeks happens in hours.

Defensible by design, every time

Defensibility isn't bolted on at the end. It's built into every analysis — methodology traceable, data lineage clear, decisions auditable. Actuarially sound, by default.

Every underwriter's judgment, institutionalized

The reasoning behind every rating call, claims decision, and reserve estimate stays in the system. Decades of judgment compound — instead of walking out the door.

Total visibility across the book

As coverage expands, visibility holds. Every analysis in motion, every model in force, every dollar of value generated — visible across the carrier.

From question to live solution — at every stage you work.

STRATEGY · OPPORTUNITY SPACELive
BIRD'S EYE → OPPORTUNITY SPACE → PRIORITY QUEUEStep 3 of 3
Submission triage uplift — commercialHigh
+7pt LR
Claims fraud signal review — autoHigh
$22M leakage
Reserve adequacy by line — workers compHigh
IBNR review
Pricing segmentation — small commercialHigh
+4.2% NEP
Cat exposure rebalancing — windMed
PML reduction
Lapse propensity — lifeMed
Retention +2pt
Severity drift — bodily injuryMed
Trend signal
Broker mix optimizationLow
Channel shift
SOLUTION · DESIGN + BUILDLive
SOLUTION DESIGN + SOLUTION BUILDStep 4 of 5
ChecklistSeverity modelBacktestCode
Feature importance · holdout Gini 0.41
Building age × construction
0.81
Prior 5y loss frequency
0.74
Cat zone × distance to coast
0.62
Occupancy class
0.51
Sprinkler / protection class
0.36
SOLUTION · DEFENSIBILITYLive
PROBLEM DEEP DIVE → PROBLEM VALIDATIONStep 2 of 2
RM
Test the question: are mid-market property submissions in the SE region under-priced relative to recent loss experience?
D
Validating against 8 years of bound submissions and paid losses. Confirming the universe: SE property book, $5M–$50M TIV, accident years 2018–2025?
Submission data confirmed
Loss data joined · clean
Universe definition agreed
Chief Actuary sign-offPending
DEPLOYMENT · LIVE SOLUTIONLive
FINAL SOLUTION SUMMARY · ACTUARIALLY SOUNDDefensible
Loss ratio impact
−4.6pt
On rebalanced book
Combined ratio
94.2
Down from 98.8
Premium retained
92%
After re-segmentation
Reserve uplift
+$18M
IBNR adequacy
Methodology · data lineageTraceable · 52 steps
OBSERVATORY · MONITORINGLive
OBSERVATORY · MODEL HEALTHLast sync · 2m ago
Model performance
On track
Gini stable · 0.41
Data drift
Watch
Occupancy mix +0.6σ
Loss-ratio impact
−3.8pt
Vs. baseline YTD
Value yield
$28.4M
Attributed YTD
STRATEGY · OPPORTUNITY SPACELive
BIRD'S EYE → OPPORTUNITY SPACE → PRIORITY QUEUEStep 3 of 3
Submission triage uplift — commercialHigh
+7pt LR
Claims fraud signal review — autoHigh
$22M leakage
Reserve adequacy by line — workers compHigh
IBNR review
Pricing segmentation — small commercialHigh
+4.2% NEP
Cat exposure rebalancing — windMed
PML reduction
Lapse propensity — lifeMed
Retention +2pt
Severity drift — bodily injuryMed
Trend signal
Broker mix optimizationLow
Channel shift

The system that makes it work. And turns your team into a problem-solving engine.

Inspector

Adaptive methodology with full transparency. Every step of every solution is visible, redirectable, and approvable. The trust spine that runs through every problem you solve.

Inspector · session 1423 of 5
Frame the question
DONE
Pull bound submissions
DONE
Design severity model
IN PROGRESS
Run sensitivity sweeps
PENDING
Stage for actuary review
PENDING
auditableredirectableapprovable

Agents

Domain-specific agents executing at machine speed — directing sessions, designing strategies, handling data, building models, taking solutions to production. Built for real work, not just chat.

Agents · 5 activerealtime
Director
Sequencing the session
Strategist
Drafting universe logic
Data
Joining 9 sources · 3.1M rows
Modeler
Tuning severity GLM · v2
Deployer
Staging signal · canary 5%

Institutional Memory

Every problem solved, every decision made, every pattern discovered stays in the system. The work compounds — what you solve today makes tomorrow's solution faster, smarter, sharper.

Memory · 2,418 artifactscompounding
PATTERN
Severity precursor — large property
14 reuses
DECISION
Rate change · SE wind · 2025
cited 12×
SOLUTION
Submission triage scorer v4
live
PATTERN
Claims fraud signal — auto BI
9 reuses

Observatory

The 360° picture across your organization. Portfolio progress, problem universe, value yield, institutional memory — visible in one place, updated continuously.

Observatory · book viewupdated 14s ago
Models in force
64
Solutions live
29
Value yield (YTD)
$184M
Cycle time
5.2d

Inspiration Lab

Hundreds of pre-built solutions across industries and functions — explorable, runnable, ready to inspire your next session.

Inspiration Lab312 solutions
01
Submission triage scorer
02
Claims fraud signal model
03
Reserve adequacy review
04
Severity drift detector
05
Pricing segmentation engine
06
Lapse propensity model

Enterprise-grade controls. Built in.

Encrypted. Access-controlled. Audit-logged. Choose shared cloud, dedicated cloud, or on-premises.

SOC 2ISO 27001GDPR

Get the analyses you've been putting off in motion.

Try DeepQ AI on your own, or book a working session to see one of your analyses run live.

Experience it Book a Bootcamp