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DeepQ AI for Healthcare

Run your operations with the precision your patients deserve.

Tighter throughput. Cleaner claims. Smarter resource decisions. Built to respect the complexity of how healthcare actually works.

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Get to the operational problems that have been parked

The bed flow analyses, OR scheduling questions, denial patterns, staffing models — the analytical work that gets postponed because there's never bandwidth. Now within reach.

Defensible by design, every time

Every analysis is traceable — methodology, data lineage, decisions. When operations and finance teams ask "how did this number get here," the answer is one click away.

Every operational judgment, institutionalized

The reasoning your veteran ops leaders use — bed routing, staffing tradeoffs, denial appeal logic — stays in the system. Knowledge that used to walk out with retirements compounds instead.

Total visibility across the system

As your delivery network grows, visibility holds. Every analysis in motion, every operational model live, every dollar saved or recovered — visible across the system.

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

STRATEGY · OPPORTUNITY SPACELive
BIRD'S EYE → OPPORTUNITY SPACE → PRIORITY QUEUEStep 3 of 3
ED throughput drivers — boarding hoursHigh
−2.4hr LOS
Denial pattern analysis — MedicareHigh
$31M leakage
OR utilization gap — service linesHigh
+12% block fill
Discharge bottleneck — SNF placementHigh
LOS −0.8d
Coding accuracy review — DRG mixMed
CMI uplift
Staffing demand — nights/weekendsMed
Float pool sizing
Pharmacy waste — high-cost biologicsMed
$4M recoverable
No-show propensity — clinic visitsLow
Slot recovery
SOLUTION · DESIGN + BUILDLive
SOLUTION DESIGN + SOLUTION BUILDStep 4 of 5
ChecklistLOS modelBacktestCode
Feature importance · MAE 0.84d
Admit source × acuity (CMI)
0.79
Day-of-week × service line
0.66
Discharge disposition (SNF/home)
0.58
Payer mix × auth status
0.44
Consult lag (hrs to first note)
0.31
FINAL SOLUTION SUMMARYLive
FINAL SOLUTION SUMMARY · DEFENSIBLECross-functional sign-off
LOS reduction
−0.9d
Med-surg book
Denial recovery
+$22M
Annualized
OR block fill
83%
Up from 71%
Throughput gain
+340 beds/mo
System-wide
Methodology · data lineageTraceable · 48 steps
DEPLOYMENT · LIVE SOLUTIONLive
DEPLOYMENT VERSIONS · LIVE SOLUTION4 environments
Epic — Capacity Mgmt
Live
Hourly score push
Revenue Cycle Workbench
Live
Denial routing rules v3
Workforce Planning (Kronos)
Canary 10%
Demand forecast v2
Pharmacy ops dashboard
Staging
Waste alert thresholds
OBSERVATORY · MONITORINGLive
OBSERVATORY · OPERATIONAL HEALTHLast sync · 90s ago
Model performance
On track
MAE 0.84d · stable
Patient mix drift
Watch
Acuity +0.5σ
Throughput uplift
+1.2d freed
Vs. baseline YTD
Value yield
$34.2M
Recovered + saved YTD
STRATEGY · OPPORTUNITY SPACELive
BIRD'S EYE → OPPORTUNITY SPACE → PRIORITY QUEUEStep 3 of 3
ED throughput drivers — boarding hoursHigh
−2.4hr LOS
Denial pattern analysis — MedicareHigh
$31M leakage
OR utilization gap — service linesHigh
+12% block fill
Discharge bottleneck — SNF placementHigh
LOS −0.8d
Coding accuracy review — DRG mixMed
CMI uplift
Staffing demand — nights/weekendsMed
Float pool sizing
Pharmacy waste — high-cost biologicsMed
$4M recoverable
No-show propensity — clinic visitsLow
Slot recovery

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 2193 of 5
Frame the operational question
DONE
Pull discharge + denial data
DONE
Design LOS model
IN PROGRESS
Run scenario sweeps
PENDING
Stage for ops + finance 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 cohort logic
Data
Joining EHR + claims · 8.4M rows
Modeler
Tuning LOS model · v3
Deployer
Push to capacity mgmt · canary

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 · 1,963 artifactscompounding
PATTERN
Boarding precursor — winter surge
17 reuses
DECISION
OR block redistribution · Q3
cited 11×
SOLUTION
Denial routing scorer v4
live
PATTERN
No-show clustering — primary care
9 reuses

Observatory

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

Observatory · system viewupdated 14s ago
Models live
46
Solutions in production
24
Value yield (YTD)
$148M
Cycle time
6.1d

Inspiration Lab

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

Inspiration Lab312 solutions
01
Discharge bottleneck scorer
02
Denial root-cause decomposition
03
OR block utilization model
04
ED throughput forecaster
05
Staffing demand predictor
06
Pharmacy waste detector

Enterprise-grade controls. Built in.

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

SOC 2ISO 27001HIPAAGDPR

Get the operational problems that have been parked moving again.

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

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