D2COwning COD confirmation. Then everything else.

Stop shipping
returns rupees
back to your warehouse.

Jhimmy calls every COD order in your customer's language — Hindi, English, Hinglish, Tamil, Marathi — confirms the order, cancels the bad ones, and tags Shopify before your fulfilment team clocks in. Prepaid, ₹6 a minute — you only pay for calls that connect.

Live in 4 daysShopify · WooCommerce · Unicommerce11 languages
J
Jhimmy
Souk Studio · outbound
Live · recording
Outcome
Order confirmed
Actions taken
Shopify → confirmed
Warehouse hold released
WhatsApp tracking sent
00:00 / 00:38
RTO, unconfirmed28–35%industry range for COD
After confirmation16–18%typical first-month benchmark
Languages11Indic + English
50%+
of Indian e-commerce moves on cash-on-delivery
30–35%
of those COD orders return to origin, unopened
₹2.4L
median monthly RTO loss for a mid-size D2C brand
₹0
what you pay when a call doesn't connect — prepaid, ₹6/min only on pickup
§ 01 / The math

Move the sliders. See the bleed. Then see what we save.

One engine, four use cases — each with its own math. Drag your real numbers in. The Jhimmy column is computed with conservative industry benchmarks. If the pilot doesn't beat these numbers on your own data, you owe us nothing.
Cash-on-delivery RTO calculator

Stop shipping returns.

Brands typically see RTO drop from 28–35% to 16–18% within the first month. Per-RTO costs (forward + reverse + repackaging) run ₹180–240.

Your numbers
3,000
20030000
₹1,400
₹300₹4,000
30%
12%45%
₹220
₹150₹350
Math is conservative. Move the sliders to your real numbers — we'll send the same calculation, on your own data, inside the free pilot.
Today
30%
RTO rate
17%
RTO bleed today
₹1.98 L
900 returned orders / mo
Recovered with Jhimmy
₹89,100
405 orders saved · RTO 30% → 17%
Jhimmy cost
₹21,600
2400 connected calls · ~1.5 min × ₹6/min
Net monthly impact
₹67,500
4.1× return on Jhimmy spend
§ 02 / The engine

Four properties make this an operator, not a robo-dialer.

The same core runs every use case — COD today, lead qual tomorrow, service reminders next quarter. Same engine, new config. Never a rewrite.
01

Client‑configured.

The greeting. The voice. The SOP it draws from. The questions it answers. The boundaries it stays inside. You author the agent — we set it up for you on day one, you take the wheel by month three.

02

Guard‑railed.

Warm in how it speaks. Fenced in what it speaks about. It won't drift to astrology, won't argue politics, won't get jailbroken, won't bleed minutes to a time-waster. Per-agent strictness.

03

Action‑taking.

Not just talk. It tags a Shopify order. Books a slot in Calendly. Pushes a lead to your CRM. Schedules a callback. Sends a WhatsApp link. New capability = new tool, not a rewrite.

04

Human‑escalating.

When a call is bigger than the agent — a ₹3L order, an angry repeat customer, an explicit ask — it hands off with full context. "My colleague who specializes in this will call you." AI does volume. Humans do judgment.

Under the hood: modular and swappable. We rent commodity models (Sarvam, fast LLMs) and own the orchestration. Voices, languages, even the conversation core swap behind a stable seam. No rewrites, ever.
See the architecture
§ 03 / The arc

One engine. Eight lanes. You decide which one opens next.

We land in COD confirmation because it's binary, big, and bleeds. Then we deepen — same engine, new config, no new vendor. The product grows by adding lanes to a highway already built.
#Use caseWhat the agent doesTriggerPhase
01 COD confirmation Confirms or cancels a cash-on-delivery order in the customer's language. Tags Shopify, holds the shipment, fires WhatsApp on miss. Shopify webhook Live
02 Abandoned cart recovery Calls a customer who didn't check out. Answers the friction question (size, shipping, payment), drops a WhatsApp link, hands off. Cart abandoned · 30m Phase 2
03 Lead qualification Asks the qualifier questions — budget, timeline, decision-maker — scores the lead, routes hot ones to a human, parks cold ones for re-call. Uploaded list / inbound Phase 2
04 Offer & upsell "Our store has X — interested?" Warm, never pushy. Books the cross-sell, drops the link, logs the no with a reason. Campaign list Phase 2
05 Service & renewal "Your service is due — shall I book it?" Confirms slot in your booking tool, sends reminders, reschedules on request. Time / event trigger Phase 3
06 Services selling (RAG) Explains a real service — compliance, insurance, credit — from your knowledge base. Gauges interest. Escalates to your senior expert with notes. Lead list + SOP Phase 3
07 Appointment / NPS / feedback Reminds, books, collects a single sharp sentence of feedback. Logs sentiment. Surfaces the angry ones to your team in five minutes. Event trigger Phase 3/4
08 Inbound The customer calls back. Same agent picks up, same context, same boundaries. The thing they spoke to last week is the thing they speak to this week. Incoming call Phase 4
§ 04 / The line

So it never blurs.

We resist the gravitational pull of "platform." We are an operator. We charge by the connected minute — prepaid, transparent, no lock-in. We rent the commodity, own the engine, and we never confuse the two.

We are

  • The operator layer. Voice AI that works for SMBs.
  • A vertical service first. Outcome owned, end to end.
  • Bottom-up. ₹thousands per client. Expanding.
  • Our engine. Their rails.
  • Configurable. Guardrailed. Escalating.

We are not

  • ×An infrastructure platform. (Bolna's game.)
  • ×A foundational model. (Sarvam's game.)
  • ×An enterprise vendor chasing lakhs/month logos.
  • ×Built on a competitor's stack.
  • ×A dumb robo-dialer. Or a rigid IVR.
§ 05 / Pricing

Prepaid. Transparent. No lock-in.

₹6 a minute, billed only when someone picks up — no answer, no charge. No monthly minimum, no contract, no lock-in. Top up your wallet and watch every rupee.
Pay as you go · live
₹6 /min
connected calls only · prepaid wallet
Top up your wallet, run a campaign, watch it work. Setup, voice configuration, Shopify/WooCommerce/Unicommerce wire-up, your team's training, and a dashboard you read at a glance — included. Weekly tuning by a real operator on our side.
Per connected minute₹6/rounded up
No answer / busy₹0/never billed
Languages11/Indic + English
Contract · lock-inNone/cancel anytime
The other way
Billed only on pickup
Per minute even when the customer never picked up
Prepaid wallet you control
Monthly minimum, billed in advance whether you call or not
Free pilot on your orders
Three-month POC, ₹40k upfront, your engineer's calendar
Cancel any month
Twelve-month contract, three-month notice clause
No contract. No minimum. Prepaid — you never spend a rupee you didn't choose to. That is the whole posture.

Run it on this week's orders returns.

Send us your last 500 COD orders as a CSV. Inside four days we'll show you, on your own data, how many we'd have saved. If the math doesn't work, you owe us nothing and we'll buy you a coffee for the time.

  • One call with the founder. No SDR, no demo deck.
  • We configure the agent against your SOP and brand voice.
  • Live calls inside four working days. You watch every one.
  • Prepaid, ₹6 a minute — you only pay for calls that connect. Pause any time.

Start a free pilot.

A founder gets back inside a business day. No automation, no SDR.

No card. No contract. No SDR. Promise.