AI-Powered CDI Platform

Protect Revenue.
Close Documentation Gaps.
AI Efficiency Without Added Cost.

Built for safety-net and community hospitals. Autonomous AI agents embedded in every CDI workflow — from admission triage to pre-bill review.

Request a Demo See How It Works
+5% Case Mix Index Improvement
$1.5M Additional Revenue · Year 1
4–8 wks Full Deployment
90 days CMI Improvement Visible
CDI Worklist — Active Patients
Navigation
Worklist 24
Patients
Analytics
Queries 3
AI Agents
Admission Priority
Chart Review
Case Assignment
Prioritized Worklist
Ranked by AI priority score · Updated 2 min ago
Agents Active
Active Cases
24 pts
↑ 3 high priority
CMI (30-day)
2.41
↑ +0.11 vs baseline
Open Queries
7 today
↑ 2 pre-discharge
Patient #A-2841
Cardiology · Day 3 · Dr. Chen
High DRG 291
Patient #B-1176
Medicine · Day 1 · Dr. Patel
High DRG 470
Patient #C-3307
Surgical · Day 5 · Dr. Liu
Med DRG 853
Patient #D-0892
Neurology · Day 2 · Dr. Osei
Low DRG 69
HL7 / FHIR API Seamless EMR Integration Azure Cloud AI CDI Chat Assistant Per-Hospital SaaS 4–8 Week Deployment
Introducing ACRADO


AI-Assisted Chart Review and DRG Optimization.

ACRADO is the Clinical Data Intelligence platform — the unified system behind every AI agent, worklist, and analytics view described on this page. One name for chart review, DRG accuracy, and revenue recovery, working together instead of as separate tools.

One Platform, One Name

Admission scoring, case assignment, chart review, and coder sign-off all run under ACRADO — a single system your team logs into, instead of a patchwork of point tools.

Powered by HAREX

ACRADO runs on HAREX, our interoperability engine — so every agent works from clean, structured clinical data no matter which EMR sits underneath.

Proven, Not Theoretical

ACRADO is already in production at a Chicago-area community hospital, with a measured $1.5M revenue recapture in Year 1 — the same deployment model offered to every new client.

Platform Overview

One platform.
Every CDI workflow.

Clinical Data Intelligence is built specifically for safety-net and community hospitals — the environments where CDI staffing is lean, margins are thin, and every documentation gap has a direct financial consequence.

Revenue Recovery

CMI improvement is visible within 90 days of go-live. License ROI is typically achieved within 1–2 months — meaning the platform pays for itself before the first year is out.

Documentation Integrity

Continuous gap monitoring with structured physician query routing — delivered via email, secure SMS, or manual entry. Every query is tracked and recorded for full audit visibility.

Coding & DRG Accuracy

Coders review and sign off on CDI work directly in the platform, with the ability to flag matched or mismatched DRGs. Sign-off is withheld when a patient has an open query or pending second-level review.

HAC & Quality Oversight

Patients are automatically flagged for Hospital-Acquired Conditions and quality review throughout their stay and post-discharge — surfacing compliance risk before it becomes a liability.

Dynamic Workload Management

Role-based dashboards allow each user to configure their own workload view and monitor personal productivity in real time as they move through their case queue.

Reporting & Analytics

Physician scorecards, CMI trending, readmission analysis, length-of-stay analysis, query metrics, and team productivity reporting — all built in, all accessible from day one.

How It Works

From admission to clean claim

A closed-loop CDI system. Data flows in at admission, agents go to work immediately, and documentation gaps are closed before the claim ever leaves the hospital.

01
Admission Trigger

The moment a patient is admitted, the platform receives the ADT event via HL7/FHIR and queues the case for immediate AI evaluation.

02
Priority Scoring

The Admission Priority Agent evaluates clinical complexity and financial risk, generating a documented priority score with clinical reasoning for every case.

03
Case Assignment

Cases are automatically routed to the right CDI specialist based on configurable assignment rules and workload parameters — no manual distribution.

04
Chart Review & Query

The Chart Review Agent assesses documentation, codes, DRG assignments, and open queries. Specialists initiate physician queries directly in the platform, re-triggerable as documentation evolves.

05
Coder Sign-Off

Coders validate DRG assignments and sign off within the platform. Sign-off is withheld on open queries or pending reviews — ensuring nothing submits before it's clean.

Embedded AI Agents

Four agents. Every case covered.

Each agent is purpose-built for a specific CDI task. Together they eliminate the manual overhead that makes CDI unsustainable at lean community hospitals.

AGENT / 01

Admission Priority & Scoring Agent

Evaluates each case at the point of admission and generates a documented priority score with clinical reasoning — enabling CDI specialists to direct attention to the highest-impact cases without manual triage.

Day 1 scoring begins at admission
AGENT / 02

Intelligent Case Assignment Agent

Automates the distribution of patient cases to CDI specialists based on configurable assignment rules and workload parameters — reducing administrative overhead and ensuring every case reaches the right reviewer at the right time.

Zero manual case distribution
AGENT / 03

Comprehensive Chart Review Agent

Performs a structured review of available documentation, diagnosis codes, DRG assignments, and open queries at initiation. Delivers a clinically-grounded assessment to support specialist decision-making. Re-initiatable at any point as documentation evolves — recommendations stay current throughout the patient's stay.

Always current as charts evolve
AGENT / 04

AI CDI Chat Assistant

An embedded conversational AI assistant that supports CDI specialists and coders with real-time guidance on documentation requirements, coding logic, and clinical clarification — directly within the platform workflow.

Real-time guidance inside the workflow
Solutions

Every CDI function.
One unified platform.

From the moment a patient is admitted to the moment a clean claim is submitted — every step is covered, tracked, and auditable.

Clinical Workflow Intelligence

AI-ranked worklists and role-based dashboards replace manual triage. CDI specialists see exactly what needs attention — configured to their own workload view, updated in real time.

  • Concurrent and retrospective review workflows
  • Physician query routing via email, SMS, or manual entry
  • Full query tracking and audit trail
  • Role-based, configurable workload dashboards

Revenue Cycle Optimization

Every undercoded DRG and missed secondary diagnosis is recoverable revenue. The platform closes those gaps before the claim leaves the building — not after an audit finds them.

  • DRG validation with matched/mismatched flagging
  • Coder sign-off withheld on open queries
  • CMI trending and revenue impact dashboards
  • ROI typically achieved within 1–2 months of go-live

Quality & Compliance Monitoring

HAC flags and quality risks don't wait until discharge to surface. The platform monitors continuously — throughout the stay and post-discharge — so your team can intervene while it still matters.

  • Automatic HAC identification and flagging
  • Continuous quality review throughout patient stay
  • Post-discharge compliance surfacing
  • Audit-ready documentation records

Reporting & Analytics

A full analytics suite built in from day one — no additional modules, no additional cost. Everything your leadership team needs to track performance and demonstrate CDI program value.

  • Physician scorecards
  • CMI trending and period-over-period analysis
  • Readmission and length-of-stay analysis
  • Query metrics and team productivity reporting
Interoperability Engine

: the data backbone
powering ACRADO — and beyond.

HAREX ingests clinical data from any EMR or clinical system, in any format, transforms it into clean structured data, and routes it upstream and downstream to any connected system. It's the interoperability layer that lets ACRADO speak fluently with your existing infrastructure — and it's available as a standalone offering, independent of the CDI platform.

Universal Ingestion

Connects to any EMR or clinical system regardless of native format — HL7 v2, FHIR, flat files, custom feeds — normalizing everything into a single structured pipeline.

Bi-Directional Routing

Data flows both upstream and downstream to any connected system — keeping every downstream consumer, from CDI agents to third-party reporting tools, in sync in real time.

Batch ETL at Scale

Large volumes of clinical data are extracted, transformed into structured formats, and loaded on schedule — so historical and high-volume datasets are as accessible as real-time feeds.

Dashboards & Reporting, Ready

Transformed data is delivered directly to dashboards and reporting interfaces for managers and end users — clean, structured views without a separate integration project.

Also Available Standalone

HAREX isn't limited to CDI. Healthcare organizations can license HAREX independently as a flexible integration and data-processing engine for any clinical interoperability need — no ACRADO required.

Year 1 Results · In Production

Real results at a Chicago community hospital

These are not projections. They are audited outcomes from Year 1 of live production at a Chicago-area hospital — the same deployment model offered to every new client.

Pilot → Production → Proven

The platform went live at a Chicago-area community hospital following a no-cost pilot. Within the first year of production, the hospital's Case Mix Index improved measurably and revenue recapture exceeded $1.5M — without adding CDI headcount.

The deployment model is the same for every new client: a fully funded 6-month pilot, no cost and no commitment. Your team runs the platform on real patients. We demonstrate the results. You decide what happens next.

4–8 Week Full Deployment Including EMR integration, data configuration, and all AI agents live
Fully Funded 6-Month Pilot No cost, no commitment — results first, contract second
ROI Within 1–2 Months License cost recovered well before the end of Year 1
+5%
Case Mix Index Improvement
Year 1 · In Production
$1.5M
Additional Revenue Captured
Year 1 · In Production
90
Days to Visible CMI Improvement
From go-live
$9B+
Lost Annually to Undercoded DRGs Industry-Wide
Most unrecoverable after discharge
About

Built by people who
know this problem

Clinical Data Intelligence is a Chicago-based healthcare AI company founded on a straightforward premise: the tools CDI teams use today were built for a different era of documentation, data, and compliance.

We started with deep domain expertise — years spent inside hospital CDI operations, implementing revenue cycle programs, and building interoperability infrastructure across health systems. That experience shaped every design decision in the platform.

The result is a workflow-first system where AI doesn't replace clinical judgment — it eliminates the administrative noise that obscures it. Purpose-built for safety-net and community hospitals where CDI has to work without adding headcount.

Per-Hospital SaaS Licensing
Annual license — not per seat. One price covers your entire CDI team, with Year 1 support included. No surprise overages.
EMR-Agnostic by Design
HL7/FHIR API integration. Compatible with your existing systems — no rip-and-replace, no vendor lock-in.
Pilot-First Approach
Every engagement starts with a fully funded 6-month pilot. No cost, no commitment. Results first — then you decide.
F
Founder & CEO
Healthcare Technology Leader
Chicago, IL

12+ years in healthcare informatics, clinical data architecture, and hospital interoperability. Led implementation of CDI and revenue cycle programs across multiple health systems. Deep expertise in HL7, FHIR, ADT integration, and clinical workflow design. Built the CDI platform from concept through pilot to first paid production contract.

Clinical Informatics HL7 / FHIR EMR Integration Revenue Cycle CDI Operations
E
Senior Developer
Full-Stack Engineering & Architecture
Chicago, IL

10+ years across healthcare and technology. Full-stack development, system architecture, and EMR integration expertise. Responsible for platform engineering, clinical data pipeline performance, and AI agent infrastructure.

Full-Stack System Architecture EMR Integration Data Pipelines Azure Cloud
Get Started

Start with a fully funded pilot.
No cost. No commitment.

Your team runs the platform on real patients for 6 months. We demonstrate the results. You decide what happens next.

Request a Pilot Talk to the Team
Contact

Let's talk about your CDI program

Whether you're evaluating CDI technology, running a lean program that needs a better platform, or simply want to see what the pilot would look like at your hospital — we're ready to have that conversation.

Headquarters
Chicago, Illinois
Website
www.clinicaldataintel.com
What to expect
1
30-minute platform walkthrough focused on your specific CDI environment
2
Review of Year 1 production results and pilot deployment timeline
3
Discussion of EMR integration path and what a pilot would look like at your hospital
Request a Demo or Pilot
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