Our Story

Built by revenue
cycle operators.

We aren’t consultants analyzing RCM from the outside. We’re operators who’ve spent years in the trenches — reading EOBs, writing appeals, following up with payers, and recovering underpayments.

We built ANKA to do the work we used to do manually. Now we do it at scale.

HIPAA Compliant SOC 2 Certified BAA in place for all clients
Claims Dashboard Live
94.2%
Recovery Rate
↑ 12.4% vs manual
2,847
Appeals Filed
Auto-submitted
2.5 hrs
Avg Resolution
↓ from 14 days
$1.24M
Revenue Recovered
This month
Active workflows — real-time execution
EOB IngestionRunning
Denial AnalysisRunning
Root Cause AIRunning
Appeal Filing312 queued
Payer Portal TrackingRunning
Claims today: 1,247 Success rate: 96.8% Active payers: 47
10+
Years of RCM
operations experience
300+
Providers managed
across portfolio
$1B+
In claims processed
& managed
100%
Client retention rate
across all engagements
How We Started

The problem we solved
for ourselves first

ANKA wasn’t built in a boardroom. It was built because we ran out of options at scale.

01
The Problem

Managing 300+ providers — manually

Jindal Healthcare runs one of the largest RCM operations in the country. We were managing denials manually — teams of people writing appeals, calling payers, tracking outcomes. The work was predictable, repeatable, and perfect for automation.

02
Failed Tooling

Every existing vendor sold dashboards, not execution

We looked at existing vendors. Most sold dashboards that showed you the problem. Some sold alerts that told you what to do. But nobody actually did the work. We needed a system that executed — not one that recommended.

03
The Build

So we built ANKA — AI that actually executes

ANKA reads the EOB, understands the denial reason, pulls the clinical history, writes the appeal, submits it, and tracks the outcome. Human judgment for exceptions only. Everything else: executed at scale. ANKA has processed over $1B in claims and recovered hundreds of millions in revenue.

04
Now

Opening it to healthcare organizations everywhere

We decided to offer ANKA to other healthcare organizations — not as a feature add-on, but as a full RCM execution platform backed by performance SLAs. Backed by a decade of operational experience from Jindal Healthcare. If we miss the target, your fees go down automatically.

Our Philosophy

What we believe about
revenue cycle work

Five principles that shape how we build ANKA — and how we engage with every client.

01

Denial management is execution, not insight.

Everyone knows 35–50% of denied claims are appealable. Knowing that doesn’t recover the money. Writing appeals does. ANKA executes — it doesn’t merely analyze.

02

Headcount doesn’t scale. Automation does.

Hiring more billing staff doesn’t fix the workload problem — it creates a turnover problem. 33% annual churn is standard. ANKA scales the work without scaling headcount.

03

Revenue cycle outcomes are measurable. Guarantee them.

Denial rates, AR days, and net collection rate are all measurable. If a vendor claims it can improve them, it should guarantee those improvements. We do. Miss the target? Fees go down.

04

Margin is zero. Execution costs are near-zero.

One appeal costs us nearly the same as a thousand once the AI is deployed. That economic reality is why we can price on outcomes — and why traditional headcount models can’t compete.

05

Trust comes from proof, not promises.

We show you what we expect to find before you commit. We put SLAs in writing. And if we miss, your fees go down automatically. That’s how we earn — and keep — your trust.

Our Backing

ANKA is the AI platform built by Jindal Healthcare

Jindal Healthcare is one of the country’s largest RCM operators and healthcare management companies. For over 10 years, we’ve managed revenue cycles for rural hospitals, physician groups, and hundreds of providers across specialties like anesthesia, pain management, and radiology.

ANKA was built from this operational experience — not from a consultant’s theory of what healthcare needs, but from the reality of what actually works.

Every claim that flows through ANKA is processed using the exact playbooks that Jindal Healthcare developed managing 300+ providers over 10+ years — with HIPAA, BAA, and SLA compliance, security protocols, audit trails, and proven integration patterns, all battle-tested at scale.

All ANKA customers have a BAA in place. All data is encrypted end-to-end.
10+
Years of RCM operations
300+
Providers managed
$1B+
Claims processed & managed
100%
Client retention rate
Leadership

The team behind ANKA

Operators, not consultants. Every leader has worked inside healthcare revenue cycles.

Madhav Garg
Madhav Garg
Chief Executive Officer
LinkedIn
Gayatri Garg
Gayatri Garg
Chief Revenue Officer
LinkedIn
Mandavi Sharma
Mandavi Sharma
Chief Operating Officer
LinkedIn
Mayra Macias
Mayra Macias
Director, Customer Success
LinkedIn
Kara Schuler
Kara Schuler
Director, Business Development
LinkedIn
Deepak Sharma
Deepak Sharma
AVP, RCM Solutions
LinkedIn