How to Choose a Collections Solution that Actually Fits Your Operation
The short answer: a collections solution that fits has three things working together. It uses data to decide who to contact and when. It reaches borrowers through the channels they actually respond to. And it gives you visibility and control over every vendor touching your accounts.
Most platforms do one of those things. A few do two. Very few do all three, and even fewer let you configure them without a six-month implementation and a team of consultants.
Here’s how to tell which category a vendor falls into before you sign anything.
A Quick Answer on Choosing the Right Collections Solution
What makes a good collections solution?
A collections solution that works for your operation has to do three things: help you decide who to work (decisioning), reach them the way they prefer (digital engagement), and give you control over the vendors you use (placement and performance management). Platforms that cover all three in one place tend to outperform patchwork setups by double digits on both cost and cure rate. The rest of this guide walks through exactly what to look for, and what to ask vendors before you commit.
The Platform Tax is Real, and Most Operations are Paying It
If you’re managing collections with a dialer, a spreadsheet, and three vendor portals, you don’t have a solution. You have a workaround. And that workaround has a price.
Manual collection processes consume 30% of a department’s resources. That’s not overhead you can’t avoid. That’s what happens when your systems don’t talk to each other and your team spends their day reconciling data instead of working accounts.
There’s a name for this: the Platform Tax. It’s what you pay every month in staff time, missed contacts, and duplicate vendor fees because your tools weren’t built to work together.
The math gets worse when you look at call effectiveness. The average contact center cost per interaction is $7.16 (LiveAgent/industry benchmark). Multiply that by thousands of calls a month where no payment results, and you’re burning five or six figures annually on contacts that didn’t need to happen. That number stays that high when you don’t have a decision layer telling you who actually needs to be contacted, and through which channel.
The Platform Tax isn’t a technology problem. It’s a strategy problem. And picking the right collection solution is how you stop paying it.
What a Real Collections Solution Has to Include
Before you evaluate any specific vendor, you need a framework for what the category actually requires. Here’s what’s non-negotiable.
1. A Decisioning Layer that Goes Beyond a Static Score
Most collections teams are still working from a single bureau score. That score tells you something about creditworthiness at origination. It tells you very little about who’s most likely to pay this week if you reach them the right way.
A real collections solution has a decisioning layer that builds on top of bureau data. It uses machine learning to segment your portfolio based on behavioral signals, payment history, channel responsiveness, and account characteristics specific to your book. It tells you who to prioritize, not just who owes the most.
AI/ML use in collections doubled from 11% to 18% in a single year, according to TransUnion’s 2024 data. That number is moving because it works. But the capability has to be baked into the platform, not bolted on.
The question to ask any vendor: Can your decisioning model be trained on my specific portfolio data, or does everyone get the same model?
If the answer is “everyone gets the same model,” you’re paying for generic output on a non-generic problem.
2. Digital Engagement Built for How Borrowers Actually Behave
Most collections operations still lead with phone and letters as their primary channels. That was fine in 2010. It’s not fine now.
Digital-first outreach consistently outperforms phone and mail on both payment rates and cost-to-collect. And 98% of delinquent consumers serviced through digital self-service resolved their debt without any human interaction . Those aren’t marginal differences. That’s a structural advantage for operations that have made the switch.
A collections solution needs built-in digital engagement: text, email, and a self-service payment portal that lets borrowers resolve accounts on their own schedule. Not because digital is trendy. Because it’s what drives contact rates, and contact rates drive everything else.
The question to ask any vendor: Is digital outreach native to the platform, or does it require a separate integration?
If it’s a separate integration, that’s another contract, another data feed, and another thing that can break. It also means your engagement data and your decisioning data don’t automatically talk to each other, which defeats the purpose.
3. Vendor Management that Gives You Actual Visibility
Most lenders use outside collection agencies. That’s not going away. But the way most operations manage those vendor relationships doesn’t scale. Consider the numbers: $150 billion in debt gets placed with collection agencies annually, and agencies collect about $40 billion of that (CFPB). That 73% gap is partly a placement intelligence problem.
You send a placement file. You wait. You get back whatever you get back. You don’t know if the right accounts went to the right agencies. You don’t know how each vendor is performing against the others. You don’t know if your compliance rules are being applied consistently across every placement.
A real collections solution solves this with a vendor management layer: automated placement logic, configurable compliance rules, and performance tracking at the vendor level. You see who’s collecting, what they’re collecting, and whether the instructions you set are being followed.
The question to ask any vendor: Can I set and enforce compliance configurations for each vendor from inside your platform?
If compliance configuration lives in email threads and spreadsheets, it’s not configuration. It’s hope.
The 5 Questions to Ask Before You Commit to Any Collections Solution
These questions separate platforms that will actually fit your operation from platforms that will look good in a demo and create problems six months later.
Question 1: How does your decisioning model adapt to my specific portfolio?
You want to hear that the model can be trained on your data. You want to hear that segments are configurable. You don’t want to hear that they have a “proprietary algorithm” with no further explanation. Generic decisioning is not a competitive advantage.
Question 2: What digital channels are native, and what requires outside integration?
Native means the data flows together automatically. Integration means you’re managing another vendor relationship. There’s a real difference in operational complexity, and it compounds over time.
Question 3: How does placement to outside agencies work, and what controls do I have?
You want to see automated placement logic, not a manual export. You want to see per-vendor compliance rule configuration, not a master rulebook that applies the same way to everyone. And you want real-time performance data, not a monthly report.
Question 4: What does implementation look like, and who owns it?
Some platforms take six months to stand up. Some take six weeks. The difference usually comes down to how much configuration requires their team versus how much you can do yourself. Ask for a realistic timeline with specifics, not a range.
Question 5: How does the platform handle accounts across the full lifecycle?
Collections cover pre-charge-off. Some accounts move to post-charge-off. Some accounts have complex status changes in between. A platform that handles the full lifecycle without requiring a separate system for each stage is worth more than its price suggests.
The Capability Checklist
Use this to score any vendor you’re evaluating. Score each item 0 (not available), 1 (available via integration), or 2 (native to platform).
Decisioning & Analytics - [ ] Custom ML model training on your portfolio data - [ ] Account segmentation beyond bureau score - [ ] Priority scoring that updates dynamically - [ ] Roll rate and performance analytics - [ ] Self-service reporting (no tickets to pull data)
Digital Engagement - [ ] Text outreach (native, not integrated) - [ ] Email outreach (native, not integrated) - [ ] Self-service borrower payment portal - [ ] Contact channel preference tracking - [ ] Outreach timing optimization
Vendor Management - [ ] Automated account placement to agencies - [ ] Per-vendor compliance rule configuration - [ ] Real-time vendor performance dashboard - [ ] Placement logic you can modify without a support ticket - [ ] Consolidated view across all active vendors
Scoring: - 24-30: Built for your operation. Worth a deep dive. - 16-23: Functional but expect integration overhead. Understand what’s native vs. bolted on. - 0-15: You’re buying a point solution. Be clear about what you’re not getting.
What your Operation Actually Looks Like with the Right Platform
Here’s the practical difference between a patchwork and a platform.
With a patchwork, your team starts the day pulling reports from three places. Someone builds a contact list manually. Someone else updates the spreadsheet that tracks vendor placements. Compliance review happens in a separate meeting. By the time accounts are being worked, half the day is gone.
With an integrated platform, accounts are already segmented when your team opens the dashboard. Contact priority is set by the decisioning layer. Digital outreach ran overnight on the accounts that preferred it. Vendors already have their assignments. Your team spends the day working on exceptions, not building processes.
The performance numbers follow from the structure. According to a Tratta study, SMS open rates exceed 98% . Scoring platforms deliver 10-15% cure rate improvements over age-based queues It’s what happens when the right accounts get the right outreach through the right channel, every day, without your team managing it manually.
That’s what a collections solution is supposed to do. Not add complexity. Remove it.
Common Mistakes to Avoid When Evaluating Platforms
Buying on price per seat instead of total cost. The seat cost is the smallest number in the equation. Integration overhead, staff time, and missed contacts are the real costs. Evaluate total cost of ownership.
Evaluating demo functionality instead of live configuration. Demos show what the platform can do at maximum effort. Ask to see how you’d configure a new compliance rule, add a vendor, or pull a custom report. That’s what daily use actually looks like.
Skipping the implementation conversation. The platform that fits your operation has to fit your timeline, your team’s capacity, and your existing data infrastructure. Ask who owns each step of implementation before you sign.
Underweighting the decisioning layer. Most buyers lead with “what channels do you support?” That matters. But who you contact matters more than how you contact them. A strong decisioning layer with average digital channels outperforms average decisioning with every channel in the market.
Treating all digital outreach as equivalent. Native digital engagement and integrated digital engagement both send texts. But native channels share data with your decisioning layer in real time. Integrated channels usually don’t. That gap shows up in contact rates.
Choose Collections FAQ
What’s the difference between a collections solution and a collections agency?
A collections agency works accounts for lenders, usually for a percentage of what they collect. A collections solution is technology that lenders use to manage their own collections operations, including their relationships with agencies. Equabli is a platform, not an agency.
How many vendors does a typical lender use for collections?
It varies by portfolio size and complexity, but most mid-to-large lenders use between 3 and 8 outside agencies at any given time, often segmented by account type, balance, or delinquency stage. Managing that many relationships manually is where most of the operational drag comes from.
What does “decisioning” mean in collections?
Decisioning is the process of determining which accounts to contact, through which channel, at what time, and with what message. It’s distinct from scoring, which tells you how risky an account is. Good decisioning uses scoring as one input among many to drive contact strategy, not just risk ranking.
Is digital outreach actually better than phone for collections?
For most borrower segments, yes. 59% of borrowers prefer email. Phone contact rates have been declining for years. Digital outreach is also significantly cheaper per contact than phone. But the right answer depends on your specific portfolio. A decisioning layer tells you which channel works best for which segments, instead of applying the same approach to everyone.
How long does it typically take to implement a new collections platform?
It depends heavily on the platform and your existing data infrastructure. Simple implementations can take 6 to 8 weeks. Complex integrations with existing LOS or core banking systems can take 4 to 6 months. Ask any vendor for a timeline broken down by phase, not a single estimate.
What compliance capabilities should I expect from a collections solution?
At minimum: the ability to configure compliance rules per vendor, a way to track that those rules are being followed, and audit-ready reporting. You own the rulebook. The platform should make it easy to configure and enforce. Be skeptical of any vendor that claims their platform “keeps you compliant”, that’s not how compliance works.
Can a collections solution replace my outside agencies?
Not usually, and not the goal. Outside agencies bring scale and specialization for specific account types. The goal of a collections solution is to help you manage those agencies more effectively: smarter placement, better performance visibility, and tighter compliance control. The agencies don’t go away. They just become easier to manage and more accountable.
