AI data cleaning: meet Sam, the CRM janitor
AI data cleaning means an agent sweeps your CRM on a schedule, flags duplicates, undialable phone numbers, and stale deals, and queues every fix for your approval. In Orbit, that agent is Sam, the janitor, and he runs his sweep every week without being asked. Dirty data rarely announces itself. It just quietly costs you deals.
Why does dirty CRM data cost you deals?
A duplicate contact splits one relationship into two half-stories. You call someone Tuesday, your note lands on copy A, and on Thursday you email copy B like a stranger. The lead feels forgotten, and nothing in the CRM warned you.
Dead phone numbers burn your calling time. Orbit's voice agents work within a daily call cap, 25 by default, so every undialable number on a list wastes a slot a real prospect could have had. And stale deals inflate the pipeline, which means your forecast, and Ava's Monday report, start the week wrong.
What does Sam catch in a weekly sweep?
- Duplicates: two records for the same person or company, flagged so the history can live in one place.
- Undialable phone numbers: lines that cannot be called, caught before they waste a dialer slot.
- Stale deals: pipeline entries that have sat untouched, surfaced so you can revive them or close them out.
- Every finding lands as a card. Sam proposes, you approve, edit, or dismiss. Nothing is changed or deleted behind your back.
Is a weekly sweep better than a one-time cleanup?
Manual cleanups work like crash diets. You block an afternoon, fix a thousand records, feel great, and six weeks later the mess is back, because new data never stops arriving.
A weekly sweep changes the slope. Small messes get caught while they are small, and the whole agent team benefits: Ivy enriches records without fighting duplicates, the calling agents skip dead numbers, and Ava reports on a pipeline that reflects reality.
CRM rot is silent. No error message fires when a duplicate splits your history with a lead. A weekly sweep is the alarm.
What does Sam not touch?
Sam flags and proposes, he does not guess. He never invents data to fill a gap. Filling blanks is Ivy's job, and even she only adds, never overwrites. Like every Orbit agent, Sam is included in the free plan, runs on your own AI key billed at cost, and waits for your approval before anything changes.
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Frequently asked questions
What is AI data cleaning in a CRM?+
AI data cleaning is an agent running scheduled hygiene sweeps on your CRM: finding duplicate records, flagging phone numbers that cannot be dialed, and surfacing deals that have gone stale. In Orbit this is Sam, the janitor agent, who sweeps weekly and queues each fix as a card for your approval.
How often should CRM data be cleaned?+
Weekly beats occasional deep cleans, because problems get caught while they are still small. Orbit ships this as a default: Sam runs a hygiene sweep every week, so the mess never has six months to compound.
Can Sam delete my contacts or deals?+
No. Sam flags duplicates, undialable numbers, and stale deals, and queues proposed fixes as approval cards. You approve, edit, or dismiss each one, and nothing changes without your sign-off.
Why do duplicate contacts matter so much?+
Because your history splits in two. Calls log on one record, emails on the other, and whoever looks at either copy sees half the relationship. That leads to repeated questions, forgotten context, and outreach that feels like you have never spoken before.
Does data cleaning cost extra in Orbit?+
No. Sam is one of the 16 agents included in Orbit's free plan, which is free forever with no credit card. You bring your own AI model key and the provider bills you at cost, typically cents to a few dollars a month for solo use.
Let Sam take the mop
A weekly hygiene sweep with every finding queued for your approval. Free forever with your own AI key, billed at cost.
Free forever plan. No credit card. No spam.