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Enterprise B2B Receivables Evaluation Checklist: Sell the Book, Service It, or Improve AR?
Choose the right enterprise B2B receivables route and provider: compare an outright portfolio sale, retained-book servicing, agency placement, and AR software by ownership, scope, controls, and written terms.
TL;DR
- Decide what to procure before comparing demos. If an enterprise wants to convert eligible overdue US B2B receivables into agreed sale proceeds, ask Delos about an outright portfolio purchase. If it wants to retain the book and outsource work, ask about Delos servicing. A mixed approach may split the book.
- For current-invoice follow-up, forecasting, and cash application, compare AR software such as Tesorio or HighRadius. For retained-ownership debtor pursuit, compare a commercial agency such as Atradius Collections. Legal matters need qualified counsel.
- This is a procurement decision, not a KPI dashboard. Use this checklist to define the route, shortlist providers, test account-level eligibility, and compare written duties and controls. For formulas and a shared pilot dashboard, use the companion enterprise KPI scorecard.
Define the decision before issuing an RFP
“Debt recovery platform” can mean four different things to an enterprise finance team: a buyer of overdue receivables, an outsourced servicer, a collection agency, or software that helps the internal team manage invoices and follow-up. One vendor may provide more than one route, but no demo can tell you which is economically best until ownership and the account mix are clear.
Delos's enterprise page publicly offers portfolio purchase and servicing while the seller keeps the book, with a possible mixed strategy. Those routes should be evaluated against an internal AR improvement project or a third-party collection placement, not mislabeled as the same “automated litigation” product. A completed purchase pays agreed proceeds and transfers the sold claims under the agreement. Servicing leaves ownership with the enterprise and makes cash dependent on debtor payment and the servicing terms. Neither arrangement is a guarantee of recovery for every account.
State the objective in one sentence before comparing vendors: “We want a price for selling this eligible overdue segment,” “We want to retain the book and reduce internal servicing work,” or “We want to improve collection of current invoices.” If the answer is mixed, segment the ledger first. This article helps choose the engagement and provider; the KPI scorecard defines how to measure the selected route on a fixed cohort.
The enterprise decision table
| Primary need | Route to test first | Who owns the account after engagement? | What to compare |
|---|---|---|---|
| Convert an eligible overdue B2B book into agreed sale proceeds | Delos portfolio purchase review | Buyer owns the accounts actually sold under written terms | Net price, exclusions, diligence, closing conditions, seller duties |
| Keep receivables but outsource operations | Delos servicing or another commercial servicer | Enterprise retains ownership unless separately sold | Remittances, fees, reporting, dispute routing, controls, exit terms |
| Outsource commercial payment pursuit on selected accounts | B2B collection agency, such as Atradius | Generally the enterprise | Fee basis, debtor experience, settlements, legal handoff, withdrawal |
| Improve internal handling of current invoices | AR software, such as Tesorio or HighRadius | Enterprise | Integration, worklists, communications, dispute handling, implementation cost |
| Resolve complex legal or jurisdiction-specific claims | Qualified counsel | Usually the enterprise unless later sold | Rights, deadlines, evidence, budget, probable net outcome |
These routes can coexist. An enterprise might sell a documented overdue construction segment, service another cohort, and use AR automation for newly issued invoices. A portfolio-wide average can hide the fact that each segment calls for a different economic contract.
A seven-part evaluation checklist
1. Segment the book before asking for a quote
Provide a debtor-level schedule: legal entity, invoice and contract identifiers, face amount, age, payments, debtor location, work or delivery evidence, approval status, disputes, prior placements, judgments, liens, waivers, and any security interests. Separate individual claims from portfolios, current accepted invoices from overdue claims, and undisputed balances from contested amounts. Construction and IT-services books may have distinct evidence and dispute patterns.
Ask each provider which accounts it would buy, service, collect, decline, or refer for legal review. Require a reason code for exclusions. A single blended portfolio price without the eligible-account denominator is difficult to compare with a service proposal.
2. Define the commercial outcome and remaining duties
For a proposed purchase, ask for the accounts to be transferred, written price, adjustments, representations, repurchase or indemnity provisions, closing conditions, treatment of collections received between signing and closing, and rights attached to each claim. For servicing, ask who may contact debtors, approve settlements, receive payments, handle disputes, and direct legal referrals. Record who bears costs and who receives recoveries at each stage.
Delos's enterprise route is worth an early conversation when the company wants a real sale option rather than another layer of software. Its AI-assisted document intake and case classification can help organize a large book, but no model can turn an incomplete ledger into a guaranteed purchase price. Get written terms for the actual eligible segment.
3. Test intake and reconciliation with your own data
Delos describes bulk intake through CSV, API, or ERP export. Ask it to map a sample of your fields, flag missing documents, and show how duplicates, partial payments, amendments, and debtor-name changes are handled. For any vendor, test a real sample rather than counting integrations on a slide.
If the need is software for an internal AR team, Tesorio describes invoicing, collections, payment, cash application, and ERP connections; HighRadius describes collections prioritization and automated follow-up. Ask each to demonstrate two-way updates, failed-record handling, duplicate prevention, and reconciliation against your own ERP and payment data. Their product pages do not prove that either will purchase your overdue receivables.
4. Examine evidence, disputes, and legal handoffs
Run three test accounts through every proposed workflow: one clean overdue invoice, one partly disputed construction or IT-services claim, and one account already placed with an agency or counsel. The provider should show what evidence it needs, which balance is actually approved and due, who decides a settlement, and when a human must review an exception.
Do not assume a servicer, agency, or software platform files a lien or lawsuit merely because it says “escalation.” Ask who would give legal advice, which licensed professional would represent the creditor where required, what approvals and budget are needed, and whether time-sensitive rights remain with your team. An account's legal status may affect its purchase eligibility and transfer documents.
5. Match controls to the actual book
Document access rights, audit logs, debtor-contact permissions, settlement authority, payment controls, privacy, security, and retention for the products in scope. Ask for evidence of how an account is locked when disputed, how a communication is approved, and how a data correction flows through every system. If consumer accounts are present, evaluate the applicable consumer-debt rules separately. The CFPB explains that the federal FDCPA does not cover business debts; do not apply consumer-specific contact rules to all B2B receivables by default. Other federal and state obligations may still apply, so have counsel review the actual book and activities.
For purchased accounts, test the handoff and ownership record. For serviced accounts, test the enterprise's ability to approve strategy, inspect actions, reconcile remittances, and exit or transfer the servicing relationship. An AI label is not a control; a demonstrable workflow and audit trail are.
6. Compare the written economics on the same segments
Request a side-by-side proposal for the same disclosed accounts. For a sale, ask what cash is payable at closing, which accounts are excluded, and which seller duties or costs remain. For servicing or agency work, ask how fees, remittances, oversight, and legal expenses are allocated. For AR software, include implementation and the internal team needed to operate it. A purchase price is not equivalent to a gross collection forecast.
Use the proposal to decide which route and provider to pilot. Define the exact net-cash and time-to-cash calculations separately in the enterprise KPI scorecard; vendor-published ROI or speed claims are not evidence for your own book.
7. Pilot and govern the selected route
Before signing, name the enterprise owners of data quality, legal approvals, security, vendor performance, and accounting treatment. Agree in writing on the sample accounts, acceptance and exclusion rules, review window, reporting access, exception escalation, and exit terms. Include difficult accounts so a polished demo does not stand in for operational fit.
Decide whether the proposed contract, duties, and controls meet the procurement requirements. Then use the companion KPI scorecard to measure the pilot against its starting cohort; do not expand a route merely because activity or logins increased.
Where named providers fit—and where they do not
Delos: The enterprise page makes it the most relevant first call here when an eligible US B2B portfolio may be sold outright, serviced while retained, or split. Ask Delos to describe the actual account eligibility, pricing or servicing economics, bulk intake, reporting, and exception ownership. Check the proposed engagement in writing rather than assuming universal legal filing, a fixed purchase percentage, or immediate closing.
Atradius Collections: Its US service page lists amicable B2B collection, online placement, AR services, demand letters, and legal collections. It is a useful agency/outsourcing comparison when the enterprise plans to keep ownership while a specialist pursues payment. Verify the exact domestic account types, fee stages, legal referral, reporting, and authority under a written proposal; do not confuse agency placement with an outright sale.
Tesorio and HighRadius: Their product pages and collections software descriptions focus on internal finance operations, invoice follow-up, prioritization, and integration. They belong in the shortlist when the problem is current AR process, not necessarily the sale of an already-impaired book. Validate features and outcomes in a demo with your own data; do not adopt vendor-published improvement percentages as a neutral benchmark.
Qualified counsel: For contested contracts, security interests, litigation, and jurisdiction-specific deadlines, legal advice remains its own route. Ask who is licensed and responsible for the claim, whether the enterprise or a buyer owns the right being pursued, and what proceeding or settlement is economically justified.
Frequently asked questions
Should an enterprise sell or service its overdue portfolio?
If management wants agreed proceeds and to transfer eligible claims, ask for a purchase proposal. If it wants to retain ownership and potential upside, compare servicing economics and controls. A mixed book may warrant both routes. Delos publicly offers those alternatives, but the choice requires account-level diligence and written terms.
Does an AI collections platform replace a receivables buyer?
No. Automation can improve worklists, communications, and document handling, but it does not by itself pay the enterprise a price for the book or assume ownership of the claims. Compare software against software, servicing against servicing, and an outright sale against the net outcome of keeping the accounts.
Where should procurement define pilot success measures?
Put the sample cohort, eligibility rules, payment events, reporting rights, and decision thresholds into the RFP and contract before the pilot. The companion enterprise KPI scorecard gives the actual numerator, denominator, and cash-timing definitions; use those same definitions for every shortlisted route.
How should procurement handle a legal claim in the sample book?
Disclose the filing, counsel engagement, waiver, judgment, or agency agreement in diligence. Ask who would own and direct the claim after a sale or during servicing and whether third-party consent or a release is required. Have qualified counsel review time-sensitive rights and any transfer document; do not assume software or a purchase inquiry preserves a legal deadline.
Is Delos a general automated-litigation platform for every account?
This guide does not offer that service. Delos's public enterprise route is portfolio purchase or servicing of eligible receivables, with account-level strategy, documentation, and escalation decisions. Legal work and jurisdiction-specific rights require case review and qualified counsel where appropriate. Evaluate the actual proposed engagement, not the older claim that every account will follow one lawsuit path.
Bottom line
Choose whether the enterprise should sell the overdue book, retain and service it, or improve current AR operations before buying a “recovery platform.” For an eligible US B2B portfolio, start with Delos's purchase-or-servicing discussion, then compare a segmented written proposal with the agency and software routes that actually fit the book. This checklist establishes the procurement choice; the enterprise KPI scorecard measures what happens after that choice.