Your business runs on revenue, starting with every one of your customer orders. But how efficiently do you turn those sales orders into actual cash in the bank? That critical transformation depends entirely on your Order to Cash (O2C) process.
For you as a Controller, CFO, or leader guiding finance teams, mastering the order-to-cash cycle is a strategic imperative that directly impacts your cash flow and profitability.This guide offers practical strategies, drawing on expert insights from Numeric’s very own Solutions Manager, Ben Sheridan, formerly of Snowflake, to help you refine your cash process.
We will help you thoughtfully assess automation approaches, including AI, and ultimately build an O2C function that's both efficient and ready for audit scrutiny.
What Exactly is Order to Cash? The O2C Lifecycle
Think of your order-to-cash (O2C) process simply as the complete path revenue follows through your company. It kicks off the moment a customer places an order and covers the entire process until final payment collections are reconciled and reported.

For finance teams, getting a grip on this cycle is key for both revenue and cash flow management.
As Sheridan notes, "In my experience, especially through audit and leading up to today, I noticed a huge delta between emerging companies, larger startups and enterprises in terms of what degree of automation could be achieved." He emphasizes that with today's technology, companies don't need to rely on manual Excel processes - even smaller organizations can "achieve a degree of streamlined automations that don't have to be exclusive to large enterprises."
Connecting the Dots Across Teams
You'll quickly see that order to cash involves coordination between several key departments – the primary relevant parties being sales, operations, and finance. Here’s how the system looks:
- Your sales department kicks things off, conducting their sales cycles and then securing purchase orders.
- Operations takes the baton, managing fulfillment management functions such as order entry and delivery logistics.
- Then, your finance team takes over for vital stages like credit management, billing, collections, and applying revenue recognition rules like ASC 606.
Managing accounts receivable (AR) and ensuring steady cash inflows depends heavily on these teams and the different functions involved working together smoothly.
Why Seeing the Whole Picture Matters
So, what's the risk if you don't have a clear view of the whole order-to-cash cycle? Commonly, disconnected systems or data delays that often hide bottlenecks.
These consequences highlights the value of providing solid groundwork upfront. Experts like Sheridan emphasize that successful automation hinges on having clear upstream policies, like your bookings policy. As he puts it, "When you're joining a company and looking at revenue operations, one of my favorite first questions to ask is, what is our bookings policy? If you are going to look at something like a CPQ, use of that software is going to be as strong as the policy that underlies it."
Understanding this complete journey also helps you grasp the related Quote to Cash Process, allowing you to manage your revenue lifecycle more actively.
Want to see all of what Ben had to share on automating the O2C process? Check out the full webinar below.
Why Order to Cash Excellence Matters More Than Ever
Getting your O2C process right delivers far more than just faster payments. It fundamentally strengthens your business across the board. Consider these positive ripple effects when this critical cycle runs without inefficiencies.
Keeping Customers Happy
First impressions matter, but the entire customer experience is equally important. When you fulfill orders quickly and send accurate invoices promptly, you build trust with your customers, especially new customers. They appreciate a smooth process, which means fewer frustrating disputes.
Making Cash Flow Reliable
Isn't predictable cash flow what every business needs? An optimized O2C cycle, especially efficient payment collections, turns uncertain receivables into reliable working capital.This stability helps you avoid liquidity crunches that can quickly complicate accounts payable and other financial obligations.
Speeding Up Your Month-End Close
Imagine closing the books without that last-minute scramble to reconcile AR, cash, and revenue. When your O2C process ensures that data will stay synchronized across its journey, your finance teams will face far fewer headaches during the close. This leads directly to faster, more dependable financial reporting and easier forecasting for FP&A teams.
Boosting Efficiency and Your Bottom Line
Every manual step or error correction eats up time and resources. Streamlining your order-to-cash process cuts down on errors, reduces manual interventions, and frees your team to focus on higher value activities.
Strengthening Controls and Audit Readiness
A well-defined and consistently executed order-to-cash cycle builds stronger internal controls.
Clear workflows naturally create solid audit trails. The outcome? Simplified compliance efforts and greater confidence in your financial data's integrity.
See how accounting teams use AI in the month-end close
Order to Cash Lifecyle’s 7 Stages
To truly optimize your O2C process, you need to look closely at the details and potential snags within each connected stage. Let's walk through the typical journey your customer orders take and spotlight where your accounting team's attention is needed most.
1. Getting the Order Right from the Start (Order Management)
This initial order management step truly sets the tone. Your focus shouldn't just be on capturing the order. It’s vital to get the correct information logged accurately and completely from the outset in your corresponding order management system.
Think about validating master data, pricing, and tax applicability before the order moves forward. How often do seemingly small errors like missing PO numbers or incorrect SKUs snowball into major headaches later on? These mistakes often demand manual fixes and can noticeably delay your entire cash process.
As Ben Sheridan pointed out, "a clear, strong bookings policy really is the essential foundation at this stage." He stresses that this policy creates the framework for your company to "start thinking about how we want to structure our deals, what sort of things we want to require approval, how we want to configure our data elements and our CRM so that we can downstream automate our billing and rev rec."
2. Checking Credit and Managing Risk (Credit Management)
Before you commit resources to fulfilling an order on credit payment terms, effective credit management is your safety net against non-payment.
Your team needs efficient ways to evaluate creditworthiness, establish suitable credit terms — including a clear approval process around extending credit — and monitor customer exposure.
Slow, manual reviews create bottlenecks, and static credit limits might not reflect a customer's current situation, increasing the risk of bad debt.
Consider implementing dynamic, risk-based credit management—using payment history, third-party data, maybe even AI/ML predictive scoring, especially when a more thorough review is justified.
3. Fulfilling the Order Accurately (Order Fulfillment)
Delivering the right product or service on it time is key to customer satisfaction. For your accounting team, however, this order fulfillment stage is critical for revenue recognition. You absolutely need accurate, timestamped fulfillment data, such as proof of delivery (POD), confirming when control transferred to the customer according to ASC 606 rules.
Solid inventory management, including accurate inventory counts, is also crucial here to avoid promising what you can't deliver. Discrepancies between the fulfillment process data (including details from order shipping) and your financial records, or delays getting this information, lead straight to reporting errors and impact the whole cash cycle.
Make sure your systems talk to each other effectively to capture these essential data points.
4. Sending Clear and Correct Bills (Customer Invoicing)
Once fulfillment is confirmed, generating an accurate and timely invoice through your invoicing system is paramount. Mistakes here—wrong prices, quantities, taxes, or terms—are prime triggers for payment delays and disputes that require invoice review.
Your process must ensure compliance with tax rules and specific customer billing agreements, even for complex subscription or usage models, such as those commonly seen in SaaS businesses.
Think about how invoices are delivered, too – supporting digital invoicing standards is becoming expected. Implement automated pre-billing checks comparing invoice data points against orders and fulfillment records.
Catching discrepancies before accurate invoices go out via your invoice generation process saves considerable hassle.
5. Managing What You're Owed (Accounts Receivable)
Now, your accounts receivable team actively manages the money owed while processing customer orders through to the payment. This involves tracking open receivables, watching AR aging, accurately applying incoming payments (cash application), and efficiently handling deductions or disputes.
Slow dispute resolution ties up your cash and can damage customer relationships. Leverage automation here — AI-driven cash application tools can significantly boost auto-match rates and cut down manual work.
Also, use automated payment reminders and notifications smartly for outstanding invoices to encourage timely payment.
6. Receiving and Processing Payments (Payment Collections)
Payment collections also mean efficiently handling the various ways customer payments arrive (ACH, wire, check, credit cards). Your payment processing needs to be efficient for receiving, identifying, and applying these payments delivered accurately and securely, confirming that the customer pays their obligation.
Bottlenecks or errors in posting payments to the correct customer's account can easily distort your cash position.
7. Analyzing Data and Driving Collections Strategy (Data Management)
The final stage involves turning O2C data into actionable intelligence and proactively managing collections, especially for overdue accounts. Your team needs reliable AR aging reports, accurate DSO calculations, and clear visibility into collection processes.
Use analytics tools – maybe even process mining or predictive AI – to spot potentially troublesome outstanding or overdue invoices earlier. Use this performance data, making sure you have systems to reliably track performance data to tailor collection strategies proactively, rather than just reacting when accounts become aged.
Common O2C Challenges & Barriers
Even if you understand the individual stages, your O2C process likely faces common roadblocks that hurt efficiency and impact your bottom line. Recognizing these familiar challenges is your first step toward fixing them.
The Burden of Manual Work and Errors
Does heavy reliance on manual steps feel familiar? Simple typos or misapplied payments often spiral into real headaches. These require detailed invoice review, maybe even issuing a revised invoice, and consume valuable staff time fixing obvious errors.
This constant firefighting pulls your skilled team away from analysis.
Wrestling with Disconnected Systems
What happens when your CRM, billing platform, and Enterprise Resource Planning (ERP) system don't talk to each other effectively? You get information silos. Critical data gets lost or mangled during handoffs between systems, creating reconciliation nightmares and obstacles for data management.
As Ben Sheridan emphasized, solid integrations are absolutely key here.
The Chaos of Inconsistent Processes
When process management is weak, perhaps lacking a standardized digital format for orders, inconsistency introduces unnecessary risk. It creates unpredictability for everyone involved.
This makes it tough to measure performance, train people effectively, or scale your operations smoothly.
The Real Costs to Your Business
These operational snags translate directly into financial pain. You'll see delayed cash collection hurting your company's cash inflows, higher operating costs from rework, potential damage to customer relationship management, unreliable reporting, and those stressful month-end close delays. The longer your O2C cycle time, the worse for all parties involved.
4 O2C Strategies to Improve Your Cashflow
Overcoming the common O2C process barriers requires more than just one fix. You need a multi-pronged approach. Focus on these four connected strategies to build a process that’s resilient and scalable, that ensures healthy cash flow.
1. Standardize Your Playbook: Procedures and Policies First
Document every O2C workflow step, from how customer orders are accepted to your collection protocols. Establish clear, standard policies for credit management, billing cycles, and dispute resolution, making sure they align with your company's risk tolerance.
As experts like Ben Sheridan stress, getting this policy foundation right first is absolutely essential before diving deep into automation.
2. Automate Using The Hybrid Approach

To tackle the high cost and error risk tied to manual tasks, automation is appealing, but approach it strategically. How do you balance the push for efficiency with the non-negotiable needs for control and audit readiness? Consider the different flavors of automation:
- Legacy Automation (e.g., CPQ): More structured, better data parity, established audit practices, but can be rigid.
- AI for Data Generation: Potentially flexible, but faces significant auditability risks currently, as Ben Sheridan cautioned. “AI products are going to be faster and more flexible, but there's less certainty about how they're going to execute every single time to the extent that you're generating data or accounting journal entries," he explains.
Given these trade-offs, embracing a "Non-Binary" or Hybrid Model often offers the best path forward.
Then, leverage AI strategically for augmentation where the risk is lower in areas like aiding cash application matching and supporting contract reviews (flagging terms, etc.).
You can explore AI's broader potential in improving accounting functions by reading Numeric’s AI Guide for Accountants.
3. Foster Cross-Functional Collaboration
To overcome the problems caused by departmental silos and poor communication, break down the traditional barriers between Sales, Operations, and Finance. Achieve this by implementing shared data platforms or ensuring tight system integrations for a single source of truth across finance, operations, and the shipping team.
Furthermore, establish shared O2C process performance metrics. Hold regular cross-functional reviews focused specifically on ironing out friction points and improving the entire process together.
4. Monitor Performance Continuously
To move from reactive problem-solving to proactive process management, don’t stop at just tracking DSO — monitor granular KPIs such as invoice accuracy and auto-match rates for deeper insight. Use analytics and dashboards (perhaps process mining) for real-time visibility into performance data.
Armed with this information, you can proactively address bottlenecks—be it in the shipping portion, invoicing, or payment collections—and optimize processes, considering factors like carrier pickup schedules.
Importantly, foster a culture of performing regular root cause analysis based on tracked data points to drive continuous improvement throughout your O2C process.
How Technology Can Support Your O2C Optimization Journey

While solid policies and teamwork across your business processes are the bedrock, technology is the critical tool that brings your order-to-cash cycle optimization strategies to life.
It makes standardization, automation, and visibility actually happen day-to-day. Purpose-built platforms, like Numeric, offer capabilities specifically designed to tackle common O2C process headaches and weave efficiency and control directly into your workflows.
Bringing Structure and Control
How do you ensure your standardized procedures are consistently followed? Technology like a close checklist helps document every order-to-cash (O2C) task, assign ownership, and track completion.Implementing real-time monitors proactively catches exceptions, like transactions missing required data points or potential revenue recognition issues, before they cause downstream problems.
Enhancing Visibility and Analysis
Disconnected systems often complicate investigations, highlighting the need for better integration or a more comprehensive automated accounting system. Look for tools providing transaction-level drill-down, letting your team quickly get to the root of billing or payment issues without tedious cross-system searches.When it's time for analysis, capabilities like an AI Flux Writer can automate the initial legwork of variance investigation, drafting explanations so your team can jump straight to validation and response.
For those tricky accounting rules, having access to technical accounting AI provides on-demand guidance so you can stay compliant.
Transform O2C into a Strategic Advantage
Ultimately, mastering your order-to-cash process is about much more than just better accounting efficiency – it's about building a stronger foundation for your company's growth.
Each optimized step directly helps you improve cash flow, boosts customer satisfaction, ensures a positive experience, and provides reliable data for smarter decisions. What's the key takeaway? Success relies on adopting a thoughtful, hybrid approach. Blend dependable, auditable core processes with targeted automation, using AI smartly for augmentation where it makes sense.