D2C infrastructure
Connect supported order, stock and courier data so your team can spot dispatch delays and stock gaps. We confirm available integrations before scoping the build.
Order Operations for D2C brands
COD confirmation & order automation.
Booked is not delivered.
We connect order data, cash-on-delivery confirmation calls and failed-delivery follow-ups, so your team spends the day on exceptions instead of chasing every order by hand.
Book my free audit call- 30-minute call via Calendly
- No retainer, no obligation
- A ranked leak list, yours to keep
Choose a time on Calendly. The audit is free and you keep the ranked leak list; a focused implementation pilot is $5,000 USD. See scope and costs ↗
Where the leak starts
Booked revenue is not delivered revenue.
Cash-on-delivery confirmations wait, failed-delivery follow-ups happen late, stock changes live in several places and people spend the day copying updates. The dashboard says growth while the team feels the drag.
A good fit when
Your volume has outgrown spreadsheets, and every festive spike costs you a week of firefighting.
02 / What changesOne system.
One system.
Clear jobs.
Orders, stock, brands and follow-up calls handled by one system, so your team spends the day on exceptions instead of on everything.
- 01
Give every brand and channel one reliable order view.
- 02
Route routine calls through an approved flow, with exceptions for your team.
- 03
Remove repetitive copying, updating and chasing between tools.
AI calling agent
Scope cash-on-delivery confirmation, failed-delivery follow-up, cart recovery or feedback calls. Confirm language support, call rules and human handoff before launch.
AI workflow automation
The repetitive work between your tools — the copying, the updating, the chasing — mapped into a workflow with logs, exception rules and a named owner.
WHAT THIS LOOKS LIKE IN PRACTICE
A useful first fix.
A clear handover.
Cash-on-delivery confirmations sit in a spreadsheet. We map how orders enter the queue, which cases can follow an approved flow, and when a person needs to take over.
Illustrative use case, not a client result.
What we need from you
Your order and courier tools, sample order states, existing call scripts and an operations owner. Available connections and languages are confirmed first.
What your team receives
- A scoped connection or calling workflow, tested with representative cases
- An exception queue, responsible owner and handoff rules
- A runbook covering access, logs, usage costs and routine checks
Review handling time, missed follow-ups and delivery outcomes against a baseline. A completed call does not guarantee a delivered order.
See pilot pricing and custom scope ↗BEFORE YOU BOOK
Know what the call
is for.
Mehul brings experience from our own brands, Sanskrutibydiorin and Diorin Demifine Jewellery. These are owned businesses, not independent client case studies. Ask to see a relevant workflow before agreeing to implementation.
Bring your problem and your setup.
Share your website, current tools and what keeps getting missed. In a free 30-minute call we discuss fit and next steps. You do not need to buy every service, and if the honest answer is that you do not need us yet, you will hear that instead of a proposal.
Choose a date on Calendly, check the time zone, and add your website and the service you’re interested in to the meeting notes. You’ll confirm the booking there.
No suitable time? Message Mehul ↗COD confirmation and failed-delivery workflows
Cash-on-delivery (COD) orders need clear confirmation and exception handling. Return-to-origin (RTO) is a shipment that returns to the seller after an unsuccessful delivery. A non-delivery report (NDR) flags a failed attempt that may still be recoverable. These are different stages: an approved workflow should route each one to the right next action.
What does a COD confirmation workflow do?
It checks the order details and purchase intent through an agreed communication flow, records the outcome and sends uncertain cases to a person. It should distinguish confirmed, unreachable, changed and cancelled orders before the next operational step.
Can an AI calling agent eliminate RTO?
No. Confirmation can address some intent and address problems, but delivery timing, courier performance and customer circumstances also affect RTO. We agree the language, calling flow and human handoff before implementing a supported connection.
Which order and courier tools can you connect?
We review your tools, permissions, available APIs and sample order states before promising an integration. The scope lists supported systems, recurring costs, exception handling and who owns routine checks.
RTO costs: a practical guide for ecommerce ↗
Put numbers behind the next decision
03 / How it worksAgree the first fix.
Agree the first fix.
Build it. Test it. Hand it over.
Nothing gets built before you have seen the scope, the cost and who does what. We name the problem, the person who owns it, and the checks that say the workflow is ready. Your team signs off before rollout.
01
The leak audit.
30 minutes on the area you chose and the source material behind it. We name the leaks we can see and which one to close first.
Your leaks, ranked — yours to keep02
The scope.
The workflow, the connections, the cost, and who does what. Written down and agreed before a single thing is built.
A fixed scope you approved03
One workflow live.
We build and run the first workflow end to end, with your team, using agreed checks, monitoring and a clear route for exceptions.
A tested workflow and written handover04
Then the next one.
We add the next module only once the last is holding. You approve each step, you keep the agreed deliverables, and further work needs a new approval.
A layer that grows at your paceScope, costs and responsibilities are agreed in writing before implementation — further work starts only with your approval.
04 / What you are not riskingThe part everyone
The part everyone
is actually worried about.
Not whether it works. Whether you get stuck with it — an open-ended retainer, a system you cannot run without us, accounts you do not own. Here are the 3 commitments in plain terms, before you have to ask.
30 minutes. Zero cost. Zero commitment.
We name the leaks we can see and which one to close first. If the honest answer is that you do not need us yet, you will hear that instead of a proposal.
1 fixed scope, in writing, before anything is built.
What is included, what it costs, what your team does, what we do, and what happens at handover. No open-ended retainer, and no scope that grows quietly.
100% of it is built in your accounts.
Your Shopify, your ad accounts, your domains, your data, your workflows. You keep your accounts and agreed deliverables. Handover identifies the subscriptions, licences and maintenance needed to keep them running.
Not sure which workflow to start with? That is what the free 30-minute audit is for — we rank them for you.
Book my free audit call- 30-minute call via Calendly
- No retainer, no obligation
- A ranked leak list, yours to keep
05 / The connected layer
This leak is rarely alone.
06 / Book your auditWhat would you
Prefer a message? Chat on WhatsApp
What would you
fix first?
Book a free 30-minute call with Mehul and bring one problem — the store, the orders, or the marketing. We name the leaks we can see, rank them, and tell you which to close first. You keep that list either way.
Speak directly with Mehul.Founder, MlabsGrowth
What happens next
Choose an available time on Calendly and complete the booking there. Add your website, the service or product you’re interested in, and the problem you want to solve to the meeting notes. Any paid work starts with a separate written scope.
FREE · 30 MINUTES
Pick a time that works for you.
Audit calls, service discussions and product calls are booked through the same calendar.
Book my free audit call- 30-minute call via Calendly
- No retainer, no obligation
- A ranked leak list, yours to keep
You’ll continue to Calendly to select a time and confirm your booking.
