Revenue Dashboard
🔍
🏥 Apollo Hospitals, BLR ▾
Revenue Cycle Intelligence
Jun 20, 2026 · ₹12.4Cr MTD · 10,284 active claims · 284 denials pending
Net Collection Rate: 94.2% First-Pass Rate: 88.4% AR Days: 28.4 ↓
₹12.4Cr
Revenue MTD · ↑ 18.4%
Revenue MTD
₹12.4Cr
↑ 18.4%
💰
Claims Submitted
10,284
↑ 8.2%
📋
Denial Rate
11.6%
↓ 2.4% vs target
🚫
AR Days
28.4
↓ 4.2 days
📅
Collection Rate
94.2%
↑ 2.8%
✅
Revenue Cycle Pipeline
Live status across all workflow stages
Priority Work Queue
7 critical
Monthly Revenue Trend
Jan
Feb
Mar
Apr
May
Jun
AI Revenue Insights
🤖 Revenue Intelligence
₹2.4Cr in denials recoverable — 124 claims ready for appeal with 84% win probability. AI recommends prioritizing United HealthCare denials (authorization issue — highest ROI). Estimated recovery: ₹1.8Cr in 30 days.
⚠️ Cash Flow Alert
284 claims aging beyond 45 days — ₹84L at risk. Star Health payer showing 18-day delay pattern. Escalation recommended.
Payer Mix (MTD)
Recent Activity
    Total Claims
    10,284
    📋
    Pending Submission
    124
    ⏳
    In Adjudication
    842
    ⚙️
    Paid
    8,824
    85.8%
    ✅
    Denied
    494
    4.8%
    🚫
    Claims Work Queue
    🔍
    All (10,284)
    Pending (124)
    In Process (842)
    Denied (494)
    Paid (8,824)
    Claim # Patient Payer Service Amount Submitted Stage AI Score
    CLM-2026-00421
    Ramesh Kumar · ₹28,400
    In Adjudication
    ₹28,400
    Billed
    ₹24,140
    Expected
    ₹0
    Paid
    AI Claim Validation
    🤖 Claim Score: 92/100
    All required fields present. ICD-10 codes validated. CPT codes match procedure. Authorization obtained. Payer-specific edits passed. Low denial risk — recommend immediate submission.
    Claim Timeline
      Invoices Generated
      4,284
      🧾
      Total Billed
      ₹18.4Cr
      💰
      Outstanding
      ₹4.2Cr
      22.8% of billed
      ⏳
      Collected
      ₹14.2Cr
      77.2%
      ✅
      Patient Billing Workspace
      All Invoices
      Pending (842)
      Overdue (284)
      Paid (3,158)
      Invoice # Patient Service Date Amount Insurance Adj. Patient Due Due Date Status
      Patient Bill — Ramesh Kumar
      Consultation — Dr. Sharma₹1,500
      Diabetology Panel (Lab)₹2,800
      HbA1c + Fasting Glucose₹1,200
      Total Billed₹5,500
      Insurance (HDFC ERGO)- ₹4,400
      Patient Owes₹1,100
      AI Billing Insights
      🤖 Collection Optimization
      284 overdue invoices totalling ₹1.8Cr. AI recommends payment plan for patients with balances over ₹5,000 — 62% acceptance rate historically. Send reminder campaign Tuesday 10 AM.
      Pending Coding
      284
      18 overdue
      🏷️
      Coding Accuracy
      96.4%
      ↑ 2.1%
      ✅
      AI Suggestions Used
      78%
      ↑ 12%
      🤖
      Audit Flags
      12
      ⚠️
      Coding Workspace
      Encounter #ENC-2026-00421 — Ramesh Kumar
      Jun 18, 2026 · Dr. Suresh Sharma · Diabetes Clinic
      Pending Coding
      Clinical Notes: Patient presents with T2DM follow-up. HbA1c 7.8% (elevated). Metformin dose increased to 1000mg twice daily. BP 142/88. Diet counselling provided. Follow-up in 3 months.
      ICD-10 Codes
      CPT Codes
      Coding Queue
      Encounter Patient Provider Service Complexity AI Score Status
      AI Coding Assistant
      🤖 AI Code Suggestions
      Based on clinical notes, AI suggests:

      🏷️ E11.9 — Type 2 DM without complications (Confidence: 98%)
      🏷️ I10 — Essential hypertension (Confidence: 96%)
      🏷️ Z79.4 — Long-term use of insulin (Confidence: 82%)

      ⚠️ Documentation Gap: BMI not documented — required for obesity coding.
      Compliance Checks
      Audit Risk Flags
      Active Payers
      28
      🛡️
      Eligibility Checks (MTD)
      8,284
      98.4% verified
      ✅
      Auth Pending
      84
      ⏳
      Payer Disputes
      18
      ⚠️
      Payer Management
      Payer Type Claims MTD Paid Rate Avg AR Days Denial Rate Net Rate Status
      Eligibility Verification
      ✅
      Last verification — Ramesh Kumar
      HDFC ERGO · Active · ₹2.8L remaining · Deductible met
      Authorization Tracker
      Total Denials
      494
      🚫
      Denial Value
      ₹2.4Cr
      💸
      Appealed
      284
      57.5%
      📤
      Recovery Rate
      72%
      ↑ 8%
      ✅
      Recovered (MTD)
      ₹1.74Cr
      💰
      Denial Management Queue
      All (494)
      Action Required (210)
      In Appeal (284)
      Recovered (210)
      Claim # Patient Payer Amount Denial Reason Age Priority Status
      Denial Root Cause Analysis
      AI Denial Intelligence
      🤖 Denial Pattern Analysis
      Top denial trend: Authorization missing (42%) — primarily from United HealthCare. AI recommends updating pre-auth workflow for surgical procedures. This single fix could prevent ₹84L/month in future denials.
      📤 Auto-Appeal Ready
      84 claims have AI-drafted appeal letters ready — authorization denials with supporting documentation auto-attached. Estimated recovery: ₹1.2Cr.
      Payer Denial Scorecard
      Total Outstanding
      ₹6.8Cr
      💸
      In Collections
      ₹2.4Cr
      35.3%
      💼
      Collected MTD
      ₹4.4Cr
      ↑ 18%
      ✅
      Bad Debt Rate
      2.1%
      ↓ 0.8%
      📉
      Collections Queue
      All Outstanding
      0–30 Days (₹2.8Cr)
      31–60 Days (₹2.2Cr)
      60+ Days (₹1.8Cr)
      Account Patient Balance Age Payer Adj. Patient Portion Last Contact AI Priority
      AR Aging Breakdown
      AI Collections Intelligence
      🤖 Collection Prioritization
      Top 28 accounts represent ₹84L (35% of total AR). AI recommends calling between 10 AM–12 PM for 68% answer rate. Payment plan offer for balances ₹10,000+ — 72% acceptance rate historically.
      Payments MTD
      ₹14.2Cr
      ↑ 22%
      💳
      Insurance Payments
      ₹11.8Cr
      🛡️
      Patient Payments
      ₹2.4Cr
      👤
      Unposted
      284
      ₹48L pending
      ⏳
      Payment Ledger
      All Payments
      Insurance EOBs
      Patient Payments
      Unposted (284)
      Payment # Payer / Patient Claim # Billed Allowed Paid Adj. Patient Resp. Posted
      Payment Mix
      AI ERA Processing
      🤖 Auto-Posting Intelligence
      284 ERA files received today from 8 payers. AI auto-posted 248 payments (87.3%). 36 exceptions require manual review — primarily HDFC ERGO with new remark codes.
      Revenue MTD
      ₹12.4Cr
      ↑ 18.4%
      💰
      Net Collection Rate
      94.2%
      ↑ 2.8%
      📊
      First-Pass Rate
      88.4%
      ↑ 3.1%
      ✅
      AR Days
      28.4
      ↓ 4.2
      📅
      Denial Rate
      11.6%
      ↓ 2.4%
      🚫
      Revenue by Service Line (MTD)
      Claims by Payer
      Provider Revenue Performance
      Provider Specialty Claims MTD Billed Collected Denial Rate AR Days Performance
      🤖
      AI Revenue Cycle Assistant
      ● Active · HIPAA-ready · Multi-payer
      Coding AIClaims AICollections AI
      🤖
      Hello Neha! I'm your AI Revenue Cycle Assistant. Today I'm managing 10,284 claims, 494 denials, and ₹6.8Cr in outstanding AR.

      🚨 Priority alerts:
      • ₹2.4Cr in denials recoverable — 84 appeals ready
      • 18 coding encounters with documentation gaps
      • Star Health payer delay pattern — 284 claims aging

      What should we work on first?
      👤
      What's our biggest revenue leakage today?
      🤖
      Revenue Leakage Analysis — Jun 20, 2026

      💸 ₹84L — Authorization denials (preventable — pre-auth workflow gap)
      💸 ₹48L — Unposted ERA payments (auto-posting backlog)
      💸 ₹42L — Coding errors (undercoding on 28 complex encounters)
      💸 ₹28L — Timely filing — 14 claims approaching deadline
      💸 ₹18L — Duplicate claims held by payers

      Total recoverable today: ₹2.2Cr
      Want me to generate action plans for each?
      👤
      Draft an appeal letter for HDFC ERGO denial CLM-2026-00421
      🤖
      Appeal Letter — CLM-2026-00421

      To: HDFC ERGO Health Insurance
      Re: Appeal for Claim CLM-2026-00421 — Ramesh Kumar
      Date of Service: Jun 18, 2026

      Dear Appeals Department,
      We are writing to appeal the denial of the above claim denied for "Prior Authorization Not Obtained." The procedure performed (CPT 99214 — E&M Level 4) does not require prior authorization per HDFC ERGO's 2026 Provider Manual, Section 4.2.

      Attached: Clinical notes, CPT justification, payer guidelines excerpt.

      We request reconsideration and payment of ₹24,140 (contracted rate).

      Sincerely, Apollo Hospitals Billing Department

      AI Capabilities
      • 🏷️
        Coding Intelligence
        ICD/CPT recommendations, gap detection
      • 📋
        Claims Validation
        Pre-submission scrubbing, denial prediction
      • 🚫
        Denial Management
        Root cause analysis, auto-appeal drafting
      • 💰
        Revenue Forecasting
        Cash flow prediction, payer analytics
      • 💼
        Collections AI
        Prioritization, payment plans, outreach
      Quick Commands
      AI Activity Today
      Claims auto-validated1,284
      Coding suggestions made284
      Denials auto-appealed84
      Revenue protected₹1.74Cr
      New Claim
      AI will validate codes and predict denial risk before submission
      Generate Invoice
      Create patient billing statement
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