The AR & Collections Automation Buyer's Guide: What to Look For

By Vaibhav Rane, Founder, Cresolv One

AR and collections tools tend to sell on the promise of "reduced DSO," but the mechanism matters more than the headline number. A tool that digitizes your existing process without changing how commitments are tracked and followed up on will digitize the same gaps you already have. Here's what to actually evaluate.

What to evaluate before you choose a platform

Are collection workflows actually structured, or just a shared tracker? Ask whether the platform assigns daily tasks and priority queues per account, or whether it's still a spreadsheet with a nicer interface.
Is every customer interaction actually logged? Calls, visits, and emails should be captured with timestamps and outcomes — not just "called customer" scrawled somewhere. Geo-tagged visit tracking matters if you have field collections staff, since it turns a claimed visit into a verified one.
Does promise-to-pay tracking compare commitment against actual payment? A system that captures a customer's promised payment date but doesn't flag it when the date passes unpaid isn't really tracking anything — it's just recording.
Is ageing analysis real-time, or a periodic export? Collections priority should be based on current ageing, not last week's report.
Does it sync with your ERP for invoice and payment data? If your collectors are working off data that's stale by a day or a week, they're chasing amounts that may already be resolved — which wastes their time and annoys customers.
Can collectors' actual productivity be measured? Dashboards that show who's actually moving accounts forward, versus who's just logging activity, help you manage the function instead of just running it.

Questions worth asking any vendor

"How does the system track a broken promise-to-pay — does it flag automatically, or does someone have to notice?"
"Is ageing data real-time from the ERP, or refreshed on a schedule?"
"Can I see collector-level productivity, not just portfolio-level ageing?"
"What's actually captured for a field visit — just that it happened, or location and outcome too?"

A simple scorecard for AR and collections automation

Score each vendor from 1 to 5 on the six criteria below, using what you saw on your own data, not what was described. Weight the rows by what hurts your team most today, and keep the notes so you can explain the decision later.

Criterion	What good looks like	What to ask for
Structured workflows	Daily collector tasks generated from ageing and priority, not a shared tracker	Ask to see a collector's day
Interaction log	Every call, email and visit recorded with an outcome	Ask how a missed follow-up is flagged
Promise to pay	Commitments tracked and compared with actual payment	Ask what happens when a promise is broken
Ageing	Ageing and recovery views refreshed from live ERP data	Ask how current the numbers are
ERP sync	Invoices, receipts and credit notes flow in without manual import	Ask how a part-payment is handled
Productivity	Collector activity and recovery measurable per person	Ask what the manager sees on Monday morning

How to run a fair pilot

Run a pilot on one customer segment or one region rather than the whole ledger. Pick a segment with a real overdue problem, load its open invoices, and let the collectors work from the new workflow for a few weeks.

Measure what changes: how many follow-ups were logged, how many promises to pay were made and kept, and how the overdue balance for that segment moved compared with a similar segment you left alone. Collectors' own feedback matters too. A tool that collectors avoid will not improve DSO, however good the demo looked.

Mistakes buyers commonly make

Starting with reminders instead of workflow. Automated emails help, but the larger gain usually comes from structuring who follows up on what, and when.
Ignoring collectors. If the people making the calls find the tool slow, the log will be empty and the dashboards will mean nothing.
Measuring only DSO. DSO moves slowly and is affected by many things. Track follow-up discipline and promise-to-pay accuracy alongside it.
Leaving field visits out. If part of your recovery is face to face, check the tool can record it.

Whatever you choose, write down what you expect to improve and by roughly how much before the pilot begins. It is much easier to judge a result against a target you set in advance than against one you remember afterwards.

Questions for collections and compliance teams

AR automation touches how you contact customers and how you record what they paid, so the questions go beyond features. Bring your collections head and your compliance lead to the evaluation, and ask each vendor the following.

How are payment receipts verified against the bank before they are counted as received? A promise to pay and a credited amount are not the same thing.
Who sees which accounts? Check that access can be limited by portfolio, branch or team, and that every action leaves a trail you can show an auditor.
How are customer contact rules handled, such as allowed hours, channels and the wording of reminders? These should be set by you, not fixed by the vendor.
What does the platform do when a customer disputes an amount, and how does the dispute stay attached to the account history?

Implementation: what a sensible plan looks like

For a lender or collection agency, the main work is usually getting account, repayment and bank data flowing in a form the platform can use, then agreeing the rules for how accounts are prioritised and worked. A well-scoped implementation takes weeks rather than quarters, and the vendor should be willing to state a timeline and what it depends on.

Ask for a pilot on a defined portfolio with agreed measures, for example how many accounts were worked, how many receipts were verified, and how long an account took to move between stages. Without those measures set beforehand, a pilot becomes a demonstration.

Red flags to watch for

The demo shows dashboards but not the collector's daily task list.
Promise-to-pay is a notes field, not something compared with payments.
Ageing needs a manual export to refresh.
There is no way to see which collector did what, and when.
Field visits cannot be logged.
The vendor talks about DSO improvement but cannot describe how it is measured.

Common questions

How long before an AR automation pilot shows results?

Workflow changes show up in a few weeks, but the effect on overdue balances takes longer because customers pay on their own cycles. Judge the early weeks on follow-up discipline and promise-to-pay accuracy, and judge DSO over a longer period.

Do we need to change how we send reminders?

Not at first. Many teams keep their existing reminders and start by structuring who follows up on what, then add automation once the daily workflow is stable.

What data do we need to start?

Open invoices with customer, due date and amount, plus receipts and credit notes. A clean customer contact list helps, but you can improve it during the pilot.

How do we know a collections tool is better than a spreadsheet?

Ask what the tool does that a spreadsheet cannot: log every interaction against an outcome, compare a promise with the payment that follows, and show ageing from live ledger data. If it only moves the spreadsheet online, it has not changed the process.

What to ask a reference customer

If a vendor offers a reference, use the call well. Ask a customer of similar size and in a similar industry, not their friendliest one. Questions worth asking:

How long did it take from signing to the first real use, and what slowed it down?
What did you have to change in your own process to get value from the AR and collections software?
What does the team still do by hand that you expected to automate?
How does the vendor respond when something goes wrong?

Before you sign

Put the pilot result, the scorecard and the reference calls side by side and look for gaps between what you were told and what you saw. Confirm what is included in the price, how changes and new integrations are charged, and what support looks like after go-live. A short, clear contract and a realistic plan for the first three months are usually better signs than an ambitious promise.

Where Cresolv One fits

Cresolv One's AR Automation digitizes collection workflows with structured daily tasks, logs every call and visit (including geo-tagged field visits) with outcome tracking, manages promise-to-pay commitments against actual payment, and syncs ageing and recovery analytics with live ERP data — so collectors are working off current numbers, not a stale export.

Comparing vendors generally, not just this category? See our vendor-neutral evaluation framework.

A collections tool that just moves your spreadsheet online hasn't changed the actual DSO problem. See our AR Automation platform.