
Finance
Accounts Receivable Management & Collections: How CFOs Can Reduce DSO and Build Scalable Financial Processes
How CFOs Use Smart Accounts Receivable Management to Reduce DSO, Protect Margins, and Grow Globally—with Servicing, KPIs, AI, and Interim CFO Support.
24.02.2026
Anna Kary
Note: In this post, we summarize and contextualize the key takeaways from an episode of the torq.partners Finance Podcast. Together with Matteo Benedetti, we highlight the actions CFOs should prioritize right now—with a practical focus on startups, scaleups, and international teams.
For in-depth support in establishing scalable accounts receivable and working capital processes, please see our Interim CFO offering.
Why Accounts Receivable Management Is a Priority Right Now
Collections drive liquidity. Without clear processes, DSO increases, margins erode, and paying customers end up subsidizing delinquent ones. Early, fair communication and structured processes can recover the majority of the money within the first 30–90 days. With support in the area of interim accounting or from an interim CFO, collections programs can be structured more quickly, KPIs prioritized, and integrated into existing finance processes.
Servicing vs. Factoring: When CFOs Choose Which Model
Outsourced debt collection allows the creditor to maintain control over its reputation, tone, and KPIs. This ensures that the “upside” remains with the creditor. Factoring, on the other hand, provides immediate liquidity but comes at the cost of margin and control.
For smaller companies, factoring can be useful in certain situations. For fast-growing organizations, servicing with a well-structured setup is often the better option.
The Metrics That Matter: Recovery Rate and Time-to-Money
Two KPIs are key: the recovery rate and the time to payment (Time-to-Money). It is important to pay attention to incentive structures: escalation fees should not work against quick cash inflows.
B2B vs. B2C: Different Causes and Playbooks
In the B2C sector, three main reasons account for late payments: forgetfulness, inability to pay, and unwillingness to pay. Each reason requires a different approach: from a friendly reminder to offers of installment plans or payment deferrals, all the way to legally sound escalation.
In the B2B sector, there are usually two scenarios: oversight (e.g., incorrect billing address, changes in the accounting department) or insolvency. Accordingly, the focus is on proper master data maintenance, quickly identifying the right contacts, and prioritizing the receivable. In cases of (impending) insolvency, deadlines and supporting documentation are critical.
The result is separate workflows, each with its own text modules and escalation paths.
Setting Up a Dunning Process the Right Way: Legally Sound and Effective
An effective collections process takes into account regional differences in rules, deadlines, and wording, and operates on multiple levels with clearly defined escalation paths. Standardized templates and documented decision points increase the success rate and protect the brand. Complete data sets (i.e., invoices, receipts, contract excerpts, and claims documents) as well as transparent handoffs between Finance, Legal, and Operations reduce the need for follow-up inquiries.
AI in Debt Collection
AI provides quick, case-specific answers and relieves teams of routine tasks. Hard criteria—such as letters from attorneys—always go through a manual dual-review process; “soft” criteria are handled by a machine-learning confidence model. The result: consistent quality and human review in edge cases.
Scaling Internationally: Country-Specific Rules in the System
International scaling works reliably when country-specific requirements—such as late payment interest, fees, deadlines, collection procedures, as well as language and tone—are defined as binding policies within the system. This ensures compliance in every market and keeps communication consistent across teams and countries.
Implementation by Interim CFOs: Get Started Quickly, Scale as You Grow
A sensible starting point is a clearly defined pilot project with exported receivables and defined key metrics such as collection rate, DSO, and time-to-cash. This is followed by the step-by-step integration of APIs into ERP and accounting systems, supported by standardized dashboards for monitoring and control. Interim CFOs and interim accounting professionals reduce the IT workload, ensure rapid learning, and lay the groundwork for scalability.
Managing Risks and Reputation
Binding communication guidelines and transparent escalation rules ensure consistency in tone and brand image. Sensitive cases undergo a mandatory dual review, and every interaction remains auditable. The focus on problem-solving rather than pressure reduces error rates and promotes long-term payment compliance.
Business Impact: Prices, Liquidity, Debt Requirements
An effective collections setup lowers DSO, stabilizes cash reserves, and reduces the need for expensive working capital. At the same time, prices remain competitive because paying customers no longer have to subsidize delinquent payers. With fractional CFO support, working capital programs can be specifically managed and quantified.
Conclusion & To-Do List for CFOs (30/60/90)
In 30 days: Review the dunning logic, define data requirements, and launch the first upload pipeline.
In 60 days: Separate B2B and B2C workflows, align KPIs and incentives, and define guardrails for AI and human-in-the-loop processes.
In 90 days: Plan API integration and country-by-country rollout, and manage reporting on a regular basis. This transforms receivables management from a “blind spot” into a measurable driver of ROI.
How torq.partners provides support
As a fractional CFO and interim CFO partner, torq.partners helps startups and scaleups build scalable accounts receivable and working capital processes—from KPI design to interim accounting to system integration.
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podcast
AI-Based Accounts Receivable Management & Debt Collection with Matteo Benedetti of Debtist
AI-powered debt collection, receivables management KPIs, and liquidity management in B2B and B2C.
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