Winner
Data and Decisions
Genpact must endeavor to onboard hundreds of other small and medium businesses struggling to keep up with their collection efforts using traditional approaches. By taking a data-driven approach to collections, Genpact has created a win-win scenario by managing multiple stakeholder experiences for Sysco, most importantly those of its customers that are now more engaged than ever with a partner willing to navigate market volatility with their best interests in mind.
Half of Sysco’s customers are independent restaurant owners, and when the pandemic hit, restaurants struggled to stay in business. Sysco’s sales plunged, days sales outstanding (DSO) increased, and receivables went past due. Sysco needed to keep its cash flow in check and manage past dues and bad debt, but, more importantly, it knew it had a responsibility to help its customers deal with the rough times ahead. For example, it eliminated delivery minimums for customers whose volumes had dropped dramatically and stopped account late fees.
Sysco segmented customers into impacted and non-impacted categories to prioritize where it could help. Analyzing credit metrics such as “days without payments and sales” allowed Sysco to quickly identify restaurants facing temporary closure and offer alternative payment plans. It also tracked indicators of potential lost business so the credit and sales teams could reach out to customers to see how they could help before they potentially closed their doors. However, as things calmed, a realization dawned—with limited insight into customer payment behaviors comes the risk of default.
This entry won the OneOffice™ Award in the Data and Decisions category for addressing the issue of payment defaults by developing a predictive model powered by advanced analytics and machine learning that anticipated customer behavior at the invoice level and in aggregate.
Sysco wanted to develop a method for segmenting customers into risk groups and identifying when, with whom, and how to start the collections process to help customers when they need it most while reducing past-due receivables and controlling bad debt. Sysco partnered with Genpact to use appropriate digital technologies for accelerating cash flow and reducing collections efforts for its fast-growing accounts receivables (AR) portfolio. Genpact helped Sysco hone its collections strategy by assessing its AR portfolio over the previous twelve months and identifying leading indicators affecting payment behaviors and delayed payments. Those findings helped segment good and bad payers from the active accounts, considering their purchases, payment terms, and external data.
Genpact then built a predictive model that forecasts customers’ propensity to pay on time and, along with Cora ARFlow, generates dynamic target collections worklists. Informed with detailed insights, collectors can better guide their customer conversations and make more informed decisions about how they can help customers bring their accounts up to date.
Sysco’s customers and finance and commercial professionals now have greater transaction visibility and better experiences. Armed with a modern, insights-led, customer-centric finance function, Sysco observes higher receivables and lower bad debts, higher accuracy in forecasting payment delays and delinquencies, accelerated new-customer onboarding, more touchless collections and auto-cash application, more effective customer credit appraisals to set credit limits, and reduced annual order-to-cash process costs.
Above all, Sysco’s efforts during the pandemic were welcomed by its customers. For the self-payers and light-touch customers, Sysco offered to convert their outstanding receivables to a weekly payment plan fitting right into their cash flow abilities. In some cases, Sysco also offered to help with payment holidays. This flexibility led to many customers making it through the crisis.
Genpact must endeavor to onboard hundreds of other small and medium businesses struggling to keep up with their collection efforts using traditional approaches. By taking a data-driven approach to collections, Genpact has created a win-win scenario by managing multiple stakeholder experiences for Sysco, most importantly those of its customers that are now more engaged than ever with a partner willing to navigate market volatility with their best interests in mind.
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