Tag

collections automation

6 insights

Bullet-chart cover comparing operated collection to a traditional desk: operated recovers about 50% against a 20 to 30% traditional benchmark, at 60 to 80% lower cost per dollar recovered, roughly 2 to 4 times the recovery.

The Collections Desk That Scaled With the Book Was the Wrong One

Two lenders, one book size, two collections cost structures. Why a manual desk scales with headcount while an operated cadence holds cost flat as the book grows.
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Line chart showing monthly back-office cost rising close to threefold as a professional services firm grows from 40 to 120 active clients under manual operations, while an operated system holds cost near flat.

Your Back-Office Cost Is Wired to Grow Every Time You Win a Client

Back-office cost in professional services scales with client count by design. Here is why hiring makes it permanent, and how operated back-office and AR automation break the link between growth and overhead.
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Bar comparison showing a cured alternative-lending position recovering 100 cents on the dollar versus 30 to 60 cents once it settles after default.

Your Worst Recoveries Are a Scheduling Problem, Not a Credit Problem

Alternative lenders lose 15 to 20% of recoverable AR to inconsistent follow-up, not bad credit. Why recovery is a timing problem, and how CXO closes the gap.
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Bar chart showing recoverable AR loss percentage from inconsistent collections follow-up at alternative lenders

18% of the Portfolio Is Paying for Itself. The Collections Team Just Doesn't Know It.

Manual collections processes leave 15–20% of recoverable AR uncollected. Here is what structured agentic automation changes and why the gap is widening in 2026.
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Bar chart: debt recovery success falls from 65% within 48 hours to 15% after 14 days for alternative lenders.

The Recoverable AR You're Writing Off Is a Timing Failure, Not a Credit Failure

For alternative lenders, 15 to 20% of recoverable AR is lost to slow follow-up, not bad credit. See how contact timing drives recovery and how automated cadence closes the gap.
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Waterfall chart showing $510,000 in annual revenue lost by a $3M professional services firm through billing write-offs, invoice disputes, and uncollected AR due to process failures.

The Billing System Is Not Broken. The Process Around It Is.

The average professional services firm leaks 8–12% of annual revenue - not from bad clients, but from broken billing processes. Here is what it costs and how to fix it.
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