Whinta
White Label Partner Success Story

How RabbitCalls Built a ₹2 Lakh+/Month AI Voice Business on Whinta

₹3/min in. ₹7/min out. Parag Vadgama turned Whinta's lowest-in-market wholesale AI Voice Agent pricing into a high-margin reseller engine with 133% resale margin.

₹2,00,000+

Revenue in Month 1

133%

Margin per Resale Minute

20x

Projected Annual ROI

₹3 / min

Whinta Wholesale Cost

₹7 / min

Resale Price Point

24 Hours

Time to First Client

100% White Label PlatformIndian Language AI Voice24-Hour DeploymentCustom Domain & BrandingZero Revenue Share
Client Spotlight

Meet RabbitCalls — Powered by 7Pixs Digital Technologies

RabbitCalls is an emerging AI voice automation brand founded by Parag Vadgama under 7Pixs Digital Technologies. By leveraging Whinta's white-label AI voice stack, RabbitCalls delivers automated inbound and outbound calling for SMBs across India.

The Business

RabbitCalls operates as a managed voice AI provider helping real estate, education, and healthcare businesses automate customer calls.

The Objective

Launch an enterprise AI calling product within days without hiring expensive AI engineers or managing telephony gateways.

The Stack

Whinta's White-Label AI Voice engine — complete with custom domain, multi-lingual agent logic, IVR routing, and call recordings.

The Margin

Wholesale acquisition at ₹3/minute resold at ₹7/minute, resulting in an immediate 133% gross profit margin per minute billed.

Market Barriers

What RabbitCalls Was Up Against

Starting a voice AI company from scratch presents severe capital and technical roadblocks.

⚠️

Heavy upfront engineering costs

Building an in-house voice AI infrastructure requires custom ASR engines, telephony stacks, and voice models — demanding months of dev work and lakhs in capital before making ₹1.

⚠️

Slim reseller margins on other tools

Most white-label providers price wholesale minutes at ₹5.5–₹6.5/min, leaving resellers with paper-thin margins that cannot cover customer acquisition or support costs.

⚠️

Market pricing barrier

To win deals against legacy IVR & call center providers, RabbitCalls needed to offer competitive per-minute pricing (₹7/min) while retaining enough profit to scale.

⚠️

Urgent need for fast go-to-market

Every week spent on R&D was lost market share. Parag needed a fully operational, multi-lingual AI voice engine that could launch under his brand immediately.

Strategic Advantage

Building Custom AI Stack vs Whinta White Label

Decision CriteriaBuilding In-HouseWhinta White Label
Time to First Call6–9 Months R&DUnder 24 Hours
Upfront Capital Needed₹15 Lakhs+ for Speech Engineers₹0 Infrastructure Investment
Per-Minute Cost BaseHigh cloud server overheadFlat Wholesale ₹3/min
Multi-Language Voice SupportComplex model trainingReady-made 10+ Indian Accents
Brand ControlFull ownership100% White Label (Custom Domain & Logo)
Ongoing Platform MaintenanceDedicated DevOps teamFully Managed by Whinta
Execution Roadmap

How RabbitCalls Scaled to ₹2L+/Month

01

Sourced at Wholesale Rate (₹3/min)

RabbitCalls partnered with Whinta to access enterprise-grade AI voice infrastructure at India's lowest wholesale rate of ₹3 per minute, with zero revenue share.

02

Rebranded Platform & Custom Domain

Within 24 hours, Whinta's agent dashboard, IVR flow builder, and call analytics were deployed under RabbitCalls' custom domain and company logo.

03

Set Resale Rate at ₹7/min

RabbitCalls packaged per-minute plans for Indian SMBs at ₹7/min — delivering massive savings over human agents while locking in a clean ₹4/min gross profit.

04

Scaled Past ₹2 Lakhs in Month 1

By focusing 100% of efforts on sales instead of engineering, RabbitCalls acquired over 15 active business clients and crossed ₹2,00,000 in monthly recurring billing.

The Reseller Economics

₹3 In. ₹7 Out. ₹4 Profit Kept Per Minute.

Use the calculator to simulate your reseller revenue based on monthly billing minutes. Whinta charges a flat ₹3 wholesale rate, allowing you to price at ₹7/min like RabbitCalls.

Monthly Resold Calling Minutes25,000 Mins

Wholesale Cost (₹3/min)

75,000

Client Billing (₹7/min)

175,000

Net Monthly Profit (133% Margin)

100,000

Zero platform fees or revenue cuts

“We evaluated multiple white-label voice AI providers before picking Whinta. Nobody else came close on price. That gap is what let us launch RabbitCalls, price competitively at ₹7/min, and recover our entire setup investment in the very first month.”

PV

Parag Vadgama

Founder, RabbitCalls (7Pixs Digital)

White Label FAQ

Frequently Asked Questions

Everything you need to know about launching your white-label AI voice business.

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Ready to Build Your White-Label AI Voice Brand?

Join RabbitCalls and high-margin agency partners across India. Get live under your own domain with flat ₹3/min wholesale rates.