Case Study: How We Helped a Mid-Sized Distributor Automate Their Operations and Cut Costs by 40 Percent
Client Overview
Our client is a mid-sized wholesale distribution company based in Pune, Maharashtra, supplying industrial consumables and safety equipment to over 800 active business customers across western India. Founded in 2009, the company had grown steadily over fifteen years to a team of 62 employees managing a product catalogue of more than 4,000 SKUs across three warehouse locations. Annual revenue at the time of engagement stood at approximately INR 28 crore, with a healthy customer base and a strong reputation in their segment.
Despite this solid market position, the business was under increasing operational strain. Growth had outpaced the manual systems and disconnected point solutions that had served the business adequately in its earlier years. The operational challenges were beginning to affect profitability, customer satisfaction, and the management team's capacity to focus on growth rather than firefighting.
The Operational Challenges
The distribution company's core operational problems fell into three interconnected areas. First, inventory management across three warehouse locations was handled through a combination of a legacy stock management system that had not been updated in several years, location-specific spreadsheets maintained by individual warehouse supervisors, and informal communication between locations via phone and messaging apps. This arrangement meant that the central procurement team had no reliable real-time view of actual stock levels across the network, resulting in both costly overstock at some locations and frustrating stockouts at others for the same SKUs. Excess inventory carrying costs and lost sales from stockouts were both significant and quantifiable, but the management team lacked the system visibility to address either problem systematically.
Second, the order processing workflow was entirely manual and labour-intensive. Customer orders arrived via phone, email, WhatsApp, and in-person at the warehouse counter, and were processed by sales and warehouse staff through a combination of manual data entry, phone calls between locations to confirm availability, and handwritten dispatch notes. Order processing errors, duplicate orders, and missed orders were a regular occurrence, generating customer complaints and costly returns. The average time from order receipt to dispatch confirmation was over four hours, which was becoming a competitive disadvantage against more operationally agile competitors.
Third, financial visibility was poor. Accounts receivable management was conducted through manual follow-up by the accounts team working from spreadsheet-based debtor lists, with no automated payment reminders, no integration between the order system and the accounting system, and no real-time view of the overall receivables position. Outstanding debtor days were well above the industry average, creating periodic liquidity pressure for a business that was otherwise operationally profitable.
Our Approach
We began the engagement with a two-week operational discovery process, working with staff across all three warehouse locations and the central office to document existing workflows in detail, identify root causes of the key pain points, and quantify the operational and financial impact of each problem area. This discovery process produced a clear picture of the required solution architecture and a prioritised list of development objectives ranked by business impact.
The solution we designed was a unified distribution management platform covering real-time multi-location inventory management, digital order management with customer self-service capability, automated accounts receivable management, and a management dashboard providing real-time visibility across all operational metrics. We proposed a phased delivery approach with the inventory and order management modules delivered first, followed by the financial management and analytics modules in a second phase four months later.
Solution: Real-Time Multi-Location Inventory Management
The inventory management module we built provides a single real-time view of stock levels across all three warehouse locations, updated automatically with every goods receipt, customer dispatch, inter-location transfer, and stock adjustment. Warehouse supervisors interact with the system through mobile-optimised interfaces on tablets at each location, scanning barcodes for goods receipt and dispatch rather than entering data manually. The central procurement team can see current stock levels, reorder positions, and pending inbound shipments for every SKU across the entire network from a single dashboard, with automated alerts when any item at any location falls below its defined reorder threshold.
Inter-location transfer management, which previously required phone calls, spreadsheet entries, and manual reconciliation, is now handled digitally within the system. When one location has excess stock of an item that another location is running low on, the system surfaces this as a transfer recommendation, the procurement manager approves with a single action, and both locations receive digital transfer documentation through their warehouse management interfaces. Physical inventory positions at both locations update automatically when the transfer is confirmed and received, maintaining continuous accuracy without manual reconciliation.
Solution: Digital Order Management and Customer Portal
The order management module standardises and automates the order processing workflow from receipt to dispatch. A customer-facing web portal allows the company's business customers to place orders directly through a browser or mobile interface, check their own account status, view order history, and download invoices and delivery documentation without contacting the sales team. For customers who prefer to order through traditional channels, the sales team now processes orders through a digital interface that automatically checks stock availability across the network, calculates the optimal fulfilment location, and generates the dispatch instruction without any further manual intervention.
The customer portal was one of the most enthusiastically received elements of the solution by both customers and the client's team. Within three months of launch, over sixty percent of the company's customers had registered for portal access, and forty-five percent of order volume was being placed directly through the portal without any sales team involvement. This shift freed the sales team from order-taking administration and allowed them to redirect time toward account management, new customer development, and the resolution of complex customer queries that genuinely required human attention.
Solution: Automated Accounts Receivable Management
The accounts receivable module integrates directly with the order management system, generating invoices automatically when orders are dispatched and assigning them to the customer account with the correct payment terms. Automated payment reminder workflows send scheduled reminders by email and SMS to customers with outstanding invoices as payment due dates approach and after they have passed, with escalating reminder frequency and message tone based on the number of days overdue. The accounts team receives a daily dashboard showing the current receivables position, payment trends, and a prioritised list of accounts requiring personal follow-up beyond the automated reminder workflow.
The integration between order management and accounts receivable also enables a credit limit management capability. The system automatically checks a customer's outstanding balance and available credit when each new order is placed, flagging orders that would exceed the credit limit for management review before dispatch rather than discovering the issue after goods have already left the warehouse.
Results Achieved
Twelve months after the full platform go-live, the operational and financial results were significant across every target metric. Inventory carrying costs across the three warehouse locations reduced by 28 percent as the combination of real-time visibility and automated reorder management eliminated both the precautionary overstock that location supervisors had previously maintained and the emergency purchases at premium prices triggered by unexpected stockouts. Stockout incidents, which had previously been recorded at an average of fourteen per week across the network, fell to fewer than two per week within three months of go-live.
Order processing time fell from an average of four-plus hours from receipt to dispatch confirmation to under forty-five minutes for standard orders processed through the digital workflow, and to near-zero for orders placed directly through the customer portal. Order error rates fell from an average of twelve customer complaints per month to fewer than two per month within the first quarter. Debtor days reduced from an average of 52 days to 34 days within six months of the accounts receivable module going live, releasing substantial working capital. The combined operational cost savings produced the forty percent reduction in operational costs that gives this engagement its headline result. For businesses in retail and multi-location operations considering similar transformations, the outcomes documented in the case study of automating a multi-location retail SMB from inventory to customer loyalty illustrate comparable results achievable across different operational contexts.
Key Lessons From This Engagement
Several principles from this engagement apply broadly to distribution and wholesale businesses considering similar operational transformation. The value of real-time inventory visibility across a multi-location network compounds rapidly once it is in place, because the quality of procurement, transfer, and fulfilment decisions all improve simultaneously. The customer self-service portal delivered value far beyond the internal efficiency gains by directly improving the customer experience and reducing the sales team's administrative burden. And the integration between order management and accounts receivable delivered disproportionate financial value through faster collections and more effective credit management.
Conclusion
This engagement demonstrates what is achievable when operational automation is designed around a business's specific workflows and pain points rather than adapted from a generic platform. The forty percent reduction in operational costs was not the result of any single dramatic change but of multiple interconnected improvements, each delivering measurable value individually and amplified value collectively through the integration between modules. Distribution businesses operating with similar combinations of manual processes, disconnected systems, and limited real-time visibility have comparable improvement potential available to them, accessible through the same approach of rigorous operational discovery, purpose-built technology, and committed implementation.