A CRM hygiene agent
that fixes the data your reports already depend on
Every sales report is only as good as the CRM data underneath it, and most CRMs accumulate duplicate contacts, missing fields and deals stuck in a stage nobody updated, faster than any team cleans them up manually. We build an agent that finds and fixes this continuously, so a pipeline report reflects what is actually happening, not months of accumulated clutter.
The role today
A CRM degrades continuously, not in one dramatic event: a contact gets entered twice because a rep did not check first, a required field gets skipped under time pressure, a deal sits in “negotiation” for months after it actually died because nobody moved it. None of this is any one person’s fault, and none of it is worth a rep’s time to fix by hand at the volume it accumulates, but together it quietly corrupts every report built on top of the CRM.
A sales manager working from a forecast built on stale stages, or a marketing team sending a campaign to a list full of duplicate contacts, is working from numbers that look precise and are not, which is a worse problem than obviously bad data because nobody questions it.
What the agent takes over
The agent continuously scans for duplicate contacts and companies, applying a safe, high-confidence merge rule you approve in advance and flagging anything less certain for a human to confirm rather than merging silently, since a wrong merge can lose real history. It checks for missing required fields and nudges the owning rep rather than leaving a record permanently incomplete, and flags deals that have sat in a stage past a threshold matched to your actual sales cycle, so stale pipeline gets surfaced instead of quietly inflating a forecast.
Formatting gets standardized too - phone numbers, email casing, company name variants - the small inconsistencies that make a simple search or a deduplication check less reliable than it should be. Every correction the agent makes is logged and reversible, visible to the owning rep, so hygiene work stays transparent rather than becoming an opaque background process nobody can audit.
A weekly report to the sales manager summarizes what got fixed automatically and what still needs a human decision - an ambiguous duplicate, a stale deal that might actually still be alive - so cleanup stays continuous without ever silently overriding a rep’s own knowledge of a deal.
What stays with humans
Any merge below the high-confidence threshold, any decision about whether a stale deal is actually dead, and the hygiene rules themselves stay with your team. The agent removes the volume of routine cleanup; ambiguous calls go to a person.
Guards
Only high-confidence merges happen automatically, under a rule approved in advance; everything else is flagged, not executed. Every correction is logged and reversible. A kill switch pauses automated corrections in one message if a rule needs adjusting, falling back to flag-only mode.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $1,600 + support plan | Duplicate detection, field checks, stale-stage flags, weekly report | 2 to 3 weeks |
| Full control, handover-ready | from $2,750 | Source, prompts and merge rules handed to your team | 2 to 3 weeks |
Related
Full package breakdown on the AI agents service page, and data cleaning and deduplication automation and HubSpot and amoCRM enrichment for related automated processes. Within this group, pair it with the pipeline forecast agent which depends directly on clean stage data, and the territory and lead routing agent. Real builds: CRM and lead data kept clean at scale is in the real estate CRM case study, and a full data warehouse with quality checks in the analytics hub case study.
Want your pipeline reports built on data you can actually trust? Get in touch and we will look at your CRM on the first call.
FAQ
How much does a CRM hygiene agent cost?
From $1,600 for duplicate detection, field checks and stale-stage flags on one CRM, live in 2 to 3 weeks. A version with automated merging and deeper data quality rules usually starts at $2,800.
Will it merge duplicate records automatically?
Only under a safe, high-confidence rule you approve in advance; anything less certain gets flagged for a human to confirm rather than merged silently, since a bad merge can lose real data.
What counts as a stale deal?
Whatever threshold fits your sales cycle - no activity logged past a set number of days for that specific stage - rather than one fixed rule applied regardless of deal type.
Does this replace a data migration or CRM re-platform project?
No, it keeps an existing CRM clean going forward; a full migration or re-platform is a separate, larger project we scope differently.
Can reps see what got changed on their own deals?
Yes, every correction is logged and visible, and a rep can flag anything that looks wrong for review rather than it being a silent background process.