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What to automate when client onboarding requires too much chasing

2026-09-15

The pattern

Most onboarding delays have nothing to do with whether the applicant qualifies. A form comes in missing one document, or one field is ambiguous, and the file just stops — not rejected, not approved, just sitting until someone happens to re-open it and notice what's missing. Nobody decided to let it sit for a week. There was simply no mechanism that flagged the gap the moment the submission arrived, so it waited for a person to rediscover it.

A checklist that actually works

A generic to-do list doesn't fix this, because it isn't specific to what any one submission actually needs. A checklist that works is evaluated per submission: the exact set of fields and documents required for that application, checked automatically against what's actually been received, with the gap surfaced the moment it exists — not discovered by someone re-reading the whole file later. "Missing: proof of insurance" should be a visible status the moment the form is submitted, not a fact someone has to go looking for.

When to escalate versus when to auto-remind

Not every gap needs a person. A missing standard document is a clean case for an automatic reminder — one or two scheduled nudges before the file is flagged as stale. But an automatic reminder is the wrong tool for anything ambiguous: conflicting information, an answer that falls outside normal criteria, anything that actually requires a judgment call. Those need to escalate to a person immediately, not loop through reminders indefinitely hoping the applicant resolves it themselves. The two failure modes to avoid are opposites of each other — escalating everything (which just recreates the manual bottleneck) and auto-reminding everything (which quietly lets edge cases go unresolved for weeks).

Getting that split right is most of what Mavryn's client intake build actually does — scoring what's missing, auto-following-up on the routine gaps, and routing anything unusual straight to a person instead of a queue.

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