Blog
Practical writing on reconciliation, cash flow forecasting, and close process from our team and from finance operators in our early-access group.
Reconciliation exceptions fall into three categories. Knowing which type is causing your team to work late on the 5th of each month is the first step to fixing the process.
A monthly budget forecast tells you where you planned to be. A rolling 13-week tells you where you are going. Both have a place in a finance team's toolkit.
Most finance teams review AR aging after the fact. Here is how running it forward, against your cash runway projection, gives you a 30-day window to act.
At 500 transactions a month, spreadsheet reconciliation is slow. At 5,000 it is unreliable. At 25,000 it is a liability. The break point is usually earlier than teams expect.
The cost of manual reconciliation is rarely measured directly. It shows up as overtime, delayed closes, and controllers who spend their expertise on data wrangling instead of analysis.
Your ERP holds the ledger. Your bank holds the cash. Closing the gap between them in minutes instead of days is a data-integration problem, not a process problem.
Revenue growth masks cash-flow risk. The faster a company grows, the harder it is to see a shortfall coming when AR, payroll, and vendor payments are all moving at different speeds.
Most growing companies end up with an ERP, a bank feed, a payroll system, and a spreadsheet holding them all together. Here is what a more integrated stack looks like.
Variance analysis is most useful when you can run it the day the close completes, not a week later. Getting there requires your reconciliation to be current before you start.
Enterprise AP automation tools are built for teams with dedicated staff for each workflow stage. Here is what makes sense for a team of two or three people handling payables alongside everything else.
Reconciliation and exception flagging are the right first use cases for AI in finance-ops because they are high-volume, rule-bounded, and the cost of a missed exception is concrete.
