REVENUE CYCLE INTELLIGENCE
Amplify performance
with enterprise AI.
Put big data to work with AI-infused decisioning + advanced analytics.
informing models
best practices
process excellence
automation and data exchange
EIQ powers smarter rcm performance
AI that operates as a system, not a fragmented stack
Our powerful RCM intelligence engine, EIQ®, connects data, people and insights to drive performance across your entire revenue cycle — streamlining operations, uncovering opportunities and integrating seamlessly with your existing systems.
UNIFIED DATA PLATFORM
Power insights and action with data
We’ve built one of healthcare’s richest datasets — 2,000+ terabytes of harmonized claims data. EIQ puts it to work, surfacing insights, guiding decisions and driving smarter action across the revenue cycle.
transactions
Performance Analytics
Say goodbye to data black boxes
Revenue performance
Track 100+ metrics from AR aging to cash collections to denial trends — benchmarked against SLAs and industry standards.
Strengthen negotiations and payer performance with scorecards that track underpayments, denial trends and cash velocity.
Monitor satisfaction scores, care access and referral patterns to resolve friction before it impacts care.
Predictive Modeling
Don’t let history repeat itself
Denial prevention
We analyze 80k+ denial letters to predict risk + trigger early interventions.
Automated anomaly detection screens every account and flags underpayments + errors in real time.
Tailored patient communication
Anticipate needs and personalize outreach based on patient preferences, historical behavior and account details.
Integrated Agents
Replace fragmentation with orchestration
Agentic orchestrators
Autonomous agents reason, act and resolve to manage complex processes like AR follow-up without human intervention.
Impact, delivered
Less friction, better care
50% reduction in abandoned call rates by deploying 24/7, personalized, HIPAA-compliant natural voice agents
35% faster call response times aided by real-time call transcriptions and summaries
40% faster denial appeal submissions via clinically calibrated generative AI and clinical oversight
92% completion of prior authorizations (eMPA) with zero manual interventions
100% clinical review success rate for appeal letters crafted by generative AI
23% more revenue per operator action with process optimization, AI prioritization and automation
CYBERSECURITY
When it comes to your security, our standards are high.
TECH SNAPSHOT
EIQ prevents $80 million in revenue loss for health systems in 12 months.
Ensemble’s proprietary revenue cycle intelligence engine, EIQ®, helps hospitals and health systems avoid lost revenue, reduce claim denials and lower administrative costs.
Powered by adaptive machine learning models trained on billions of transactions, EIQ enables pre-bill analysis for 100% of inpatient claims to identify anomalies that traditional human audits often miss. By flagging and addressing errors early, EIQ helps safeguard over $5,000 per account from being lost to inaccuracies, translating into millions of dollars saved across clients.