Avishkar logoAvishkar/AI
Revenue recovered by Avishkar$4,218,704

Find the leak. Recover the revenue.

Audits, AI agents, and revenue recovery for your EMR, billing & scheduling — in the blink of an audit.

Agents at work today
Claims processed1,720,542
EMR fields reconciled1,492,931
Agent interactions10,293
Charts reviewed113,371
Slots rebooked16,654
Denials triaged48,219
See it work

Watch the audit find $4.2M in 12 weeks.

No slideware. This is the operational model rebuilding itself in real time — scanning, quantifying, and deploying.

avishkar.console / live
rec
SCAN
DETECT
DEPLOY
RECOVER
Intake
Scheduler
Voice AI
EMR
Agent Core
Billing
scanning · 6 systems
Revenue at risk (annualized)
$0.0M
across 7 workflows
  • No-show leakage$1.84M
  • Claim denials$1.12M
  • Call drop-off$0.61M
  • Documentation$0.63M
$avishkar audit --org riveroak-clinic
01

It connects read-only

EMR, billing, scheduling, telephony — no writes, no disruption.

02

It quantifies every leak

Each gap measured in real dollars from your own systems.

03

It deploys only what pays

Agents go live where — and only where — the ROI is proven.

Chapter 01 · The Problem

Revenue leaks where no one is looking.

Ranked by financial impact. Every number comes from your own systems — no benchmarks, no estimates.

Clinician reviewing operational and billing data

Missed appointments

critical

$1.84M /yr

Claim denials & undercoding

high

$1.12M /yr

Call center drop-off

high

$612K /yr

Documentation overhead

medium

$388K /yr

Total identified leakage$4.2M /yr
Healthcare team reviewing operational data together

Methodology

Diagnose first. Always.

Chapter 02 · The Method

Diagnose first.
Automate only where proven.

Others
  • Deploy first, ask questions later
  • Generic agents, hard-to-attribute ROI
  • Uncertain payback timelines
Avishkar
  • Audit quantifies every leak first
  • Agents only where ROI is proven
  • First impact within 12 weeks
Chapter 03 · The Process

4-Stage Recovery Lifecycle

Fixed scope. Read-only. No automation until the audit proves it.

  1. 01
    AUDITFixed scope · Read-only

    Operational Intelligence Audit

  2. 02
    QUANTIFYWorkflow-level precision

    Revenue Leak Detection & Quantification

  3. 03
    PRIORITIZEEvidence-backed

    Ranked Recovery Plan

  4. 04
    OPTIMIZEMeasured vs. baseline

    Measure, Recover & Optimize

"We identified $1.1M in leakage in 3 weeks and recovered $800K in Q1."

— CFO, 180-bed regional hospital

Post-deployment

74%
Admin ↓
38%
Confirms ↑
−61%
Denials

Integrates with

EpicCernerAthenaeCWMeditechWaystarRingCentral
Chapter 04 · The Agents

Four modules. Deployed only after the audit.

Each agent is built for your EMR, your payer mix, your workflows — and turned on only where the diagnosis proved it pays.

Clinician collaborating with AI-assisted care tools

Live · supervised

Agents that work the way your clinic already does.

live

Patient Access Agent

Scheduling + Voice AI

38% fewer no-shows

live

Revenue Recovery Agent

Billing + Insurance

−61% denial rate

live

Clinical Operations Agent

EMR + Documentation

74% less admin work

live

Patient Engagement Agent

Follow-Up + Care Plans

22% adherence lift

HIPAA-aligned · Read-only by default · Human-in-the-loop
Chapter 05 · The Proof

The audit found it. The agents recovered it.

Measured
0%

Admin workload reduction

First 90 days post-deploy

Measured
0%

Appointment confirm rate up

First 60 days post-deploy

Measured
0%

Denial rate reduction

First 120 days post-deploy

0.0%

Additional revenue capture

Eligibility + denial triage

$0.0M+

Avg annual recovery found

2025 audit cohort

0 wks

Time to first impact

Median across engagements

Healthcare finance executive

"We identified $1.1M in leakage in 3 weeks and recovered $800K within Q1. The diagnosis paid for itself before a single agent went live."

$800K
Recovered Q1
CFO, 180-bed hospital
Chapter 06 · Trust & Compliance

Healthcare-grade by default.

Your data stays yours. Read-only during the audit. Humans in the loop always.

PHI minimization

We read only what an audit requires. Connections are read-only by default and scoped to the minimum necessary.

Read-only

HIPAA-aligned

Built to HIPAA standards with a BAA available. Encryption in transit and at rest across every integration.

BAA available

Audit logging

Every agent action is logged and reviewable. Full traceability from recommendation to deployed workflow.

100% traceable

Human-in-the-loop

Role-based access and supervised rollouts. Clinicians and staff stay in control, with clear handoffs.

Always supervised
HIPAA-alignedBAA availableSOC 2 Type II in progressRead-only by defaultTLS 1.2+ in transitAES-256 at rest
Common Questions

Before you book.

A fixed-scope engagement where we connect read-only to your existing systems — EMR, billing, scheduling, call center, patient portals — and build a Live Operational Model of how patients, data, tasks, and revenue actually flow through your organization.

We surface every operational gap, quantify its exact financial impact in dollars, and hand you a prioritized recovery plan — before any automation is proposed. The diagnosis is complete before any agent is deployed.

Still have questions?

Email info@avishkar.app

Book an Audit
Now booking Q3 2026 audit cohort

Ready to find the leak?

Diagnosis first. Deployment only where the numbers prove it.

HIPAA-alignedBAA availableRead-only auditDiagnosis before automation