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Operations/Process Optimization

Every process in your business,running like clockwork.

Late dispatches, WISMO tickets, returns chaos, inventory surprises, operations problems that marketing can't outspend. A37 maps, fixes, and automates the processes behind your growth.

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Operator-led · Automation-first · Works with your existing stack

Operations are marketing you can't see.

Your ROAS number lies if fulfilment is broken. Slow delivery kills repeat purchase. Out-of-stocks waste ad spend. Messy returns turn buyers into detractors.

A37 audits the full order journey, from click to doorstep to review, finds where time and margin leak, and rebuilds the process with automation doing the repetitive work.

We optimise processes across your entire eCom business.

Catalog Management

  • SKU structure, naming, and attribute hygiene
  • Listing creation and enrichment workflows
  • Pricing and promotion update processes

Digital Store Management

  • Content and merchandising update cycles
  • Theme, app, and release management
  • Store health checks and uptime monitoring

UX Journey Optimization

  • Browse-to-checkout journey mapping
  • Friction audits on PDP, cart, and checkout
  • A/B testing and CRO workflows

Digital Marketing Management

  • Campaign briefing and approval workflows
  • Budget pacing and reporting cadences
  • Creative production pipelines

Warehouse Management

  • Inbound, putaway, and pick-pack-ship flows
  • Inventory accuracy and cycle counts
  • Low-stock alerts tied to marketing rules

Customer Support Management

  • Ticket deflection, categorisation, and routing
  • SLA design and escalation paths
  • WISMO reduction through proactive updates

Last-Mile Delivery

  • Courier allocation and performance review
  • Dispatch SLA design and tracking
  • NDR (non-delivery) recovery workflows

Returns & Exchanges

  • Returns policy and process redesign
  • Exchange-first flows to save revenue
  • Refund TAT reduction

Marketplace Management

  • Listing health, content, and buy-box monitoring
  • Marketplace inventory and order sync workflows
  • Ratings, reviews, and claims handling processes

Process fixes, in practice.

Client details kept confidential. Ask us about any of these on your consultation call.

Fashion D2C · India

Catalog operations rebuilt for weekly drops

Standardised SKU structure and built a listing-enrichment workflow with AI-assisted copy, so new drops go from photoshoot to live PDP in days, not weeks.

The result: Launch lead time fell sharply, listing errors nearly disappeared, and the merchandising team reclaimed days per drop.

Beauty Brand · GCC

Checkout journey friction audit

Mapped the full browse-to-checkout journey, removed redundant steps, fixed mobile payment failures, and set up an ongoing A/B testing cadence.

The result: Checkout completion improved visibly within the first month, and mobile conversion closed the gap with desktop.

Home & Living · India

Warehouse pick-pack-ship overhaul

Redesigned putaway and picking routes, introduced cycle counts, and linked low-stock alerts to ad-spend rules.

The result: Same-day dispatch became the norm, stockout ad waste ended, and inventory accuracy reached audit-grade.

Electronics Seller · Marketplace

Support queue deflection and routing

Deployed proactive WISMO updates on WhatsApp, an order-status bot, and ticket categorisation with routing to the right resolver groups.

The result: Ticket volume dropped by roughly half, and first-response times went from hours to minutes.

Food & Beverage D2C · India

Last-mile courier performance programme

Built courier allocation logic by pincode performance, dispatch SLA dashboards, and an NDR recovery workflow with automated customer outreach.

The result: Delivery success rates climbed, NDR losses shrank, and delivery complaints stopped dominating the support queue.

Modest Fashion · UAE

Exchange-first returns redesign

Rebuilt the returns flow around exchanges and store credit, automated label generation, and cut refund turnaround time.

The result: A meaningful share of would-be refunds converted to exchanges, and refund TAT dropped from weeks to days.

Is this the right fit?

  • Order volume is growing faster than your ops team
  • Support tickets and returns are eating founder time
  • You suspect operations are dragging your marketing metrics down

When it isn't the right fit

Scoped as a consulting engagement, audit first, fixes prioritised by ROI.

Audit first. Fix what pays back.

Custom pricing

Scoped after a free process audit

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Fixed-price quotes · Operator-led · No lock-in

  • Pairs naturally with AI Automation for the build-out.

A37 Loop

Want this plus your whole marketing, on loop?

A37 Loop bundles strategy, content, publishing, ads, and reporting into one AI-powered subscription, from $99/mo. 15-day free trial, no card needed.

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Let's talk about your growth.

Book a consultation with Sid, A37's founder — he'll review your brand and show you where the fastest wins are.

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Related services.

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Apps that earn their place on the home screen

Acquisition

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Paid ads managed against contribution margin, not ROAS theatre

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Google Ads

Search, Shopping & PMax for eCommerce catalogues

Everything your eCom brand
needs to grow.

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Performance Marketing for eCommerce brands — Paid Ads, Conversion Optimization, Analytics & Reporting

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  • Paid Ads
  • Conversion Optimization
  • Analytics & Reporting
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Digital Marketing for eCommerce brands — Full-Funnel, Social Media, Email & WhatsApp, Analytics

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Email Marketing for eCommerce brands — Klaviyo Flows, Campaigns, Segmentation, Deliverability

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  • Campaigns
  • Segmentation
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WhatsApp Marketing for eCommerce brands — Broadcasts, Cart Recovery, Chat Automation, WhatsApp API

WhatsApp Marketing

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  • Cart Recovery
  • Chat Automation
  • WhatsApp API
Content & Video Creation for eCommerce brands — Copywriting, Design, Reels & Shorts, Blogs & Articles

Content & Video Creation

  • Copywriting
  • Design
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Web Design for eCommerce brands — Next.js, Responsive Design, Prototyping, CMS

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  • Checkout UX
  • Heatmaps
Mobile Apps for eCommerce brands — iOS & Android, Push Re-engagement, Loyalty, One-Tap Reorder

Mobile Apps

  • iOS & Android
  • Push Re-engagement
  • Loyalty
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Branding for eCommerce brands — Logo Design, Strategy, Style Guides, Visual Identity

Branding

  • Logo Design
  • Strategy
  • Style Guides
  • Visual Identity
AI & Automation for eCommerce brands — AI Funnels, Chatbots, CRM Automation, Personalization

AI & Automation

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  • Chatbots
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Marketplace Mgmt for eCommerce brands — Amazon & Noon, Flipkart & Myntra, Listings & Ads, Buy Box

Marketplace Mgmt

  • Amazon & Noon
  • Flipkart & Myntra
  • Listings & Ads
  • Buy Box
Process Optimization for eCommerce brands — Order Flows, Fulfilment, Returns, SOPs & Dashboards

Process Optimization

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  • Fulfilment
  • Returns
  • SOPs & Dashboards
eCom Consultants for eCommerce brands — Growth Audits, Advisory, Market Entry, Team Structure

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Process optimization: the growth lever nobody posts about

Operations quietly cap your marketing

Every marketing win is rented until operations can hold it: stockouts kill winning ads mid-flight, slow dispatch turns first orders into last orders, and messy returns burn the margin performance marketing fought for. Process optimization is the unglamorous work of making order flows, fulfilment, and returns run on rails — the discipline our operations pillar describes in depth.

A37 maps your order-to-doorstep flow, finds the failure points (WISMO tickets, RTO spikes, refund lag), and rebuilds the process with SOPs your team actually follows and dashboards that surface problems before customers feel them. Where repetition is the problem, AI automation removes the manual steps entirely.

What an engagement covers

Typical scopes include order flow redesign, fulfilment and courier performance management, returns and exchange process rebuilds, COD verification (paired with WhatsApp journeys where they fit), and the SOP-plus-dashboard layer that keeps it all honest. The goal is measurable: fewer support tickets per hundred orders, lower RTO, faster dispatch, cleaner margins for the profitability line.

The service is scoped per engagement after a free process audit, and pairs naturally with the Loop Managed plan — because the brands that scale are the ones whose back office can absorb the growth their marketing creates. Case outcomes are on Work.

The founder test: can you leave for two weeks?

A useful diagnostic: if the founder disappearing for a fortnight would break dispatch, refunds, or stock ordering, the business runs on heroics rather than process. The engagement's real deliverable is boring resilience — SOPs a new hire can follow on day one, dashboards that escalate by exception, and workflows where automation has removed the copy-paste entirely.

The payoff shows up in marketing numbers, which is why we treat it as a growth service: faster dispatch lifts review scores, review scores lift marketplace rank and ad quality, and every percentage point shaved off RTO drops straight into profitability.

Measurement before and after

Every engagement opens by baselining a dozen operational numbers most brands have never written down: average dispatch time, WISMO tickets per hundred orders, RTO by courier and pincode band, refund cycle time, stockout days per SKU class. The close of each month reports the same dozen — because process work that cannot show its delta is just reorganised busywork.

The baselining alone usually pays for itself: founders discover which courier quietly loses them a margin point, which SKU class drives half the support load, and where a single automation would erase a daily hour of copy-paste. Operations is the cheapest honesty available to an eCommerce brand.

Frequently asked questions

What processes do you typically optimize?

Order flows from checkout to dispatch, fulfilment and courier management, returns and exchanges, COD verification, and inventory alerting — with SOPs and dashboards that keep each one measurable.

How do you reduce RTO on COD orders?

Verification flows (often via WhatsApp), address validation, courier selection by pincode performance, and dashboards that catch RTO spikes early. For India-first brands this is usually the fastest margin win available.

Do you work with our 3PL and courier partners?

Yes — we optimise within your existing logistics stack, benchmark courier performance by lane, and renegotiate or reroute where the data justifies it.

What does success look like in numbers?

Fewer WISMO tickets per hundred orders, lower RTO percentage, faster average dispatch time, and cleaner contribution margin — all baselined at the start and reported monthly.

How is process optimization priced?

Scoped per engagement after a free process audit that maps your failure points first. Month-to-month, with automation builds quoted separately when they're the right fix.

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