CRM Data Quality

Clean CRM data: every record verified before your reps act on it.

Qore’s GenAI agents work inside your existing CRM to verify business addresses, detect and merge duplicate accounts, and map corporate hierarchies, from the ultimate parent to every subsidiary and branch, in real time. It’s continuous CRM data hygiene and enrichment — no manual cleanup sprints, no third-party data subscriptions, no migration.

We'll get back to you within 1 business day
Account Record 3 issues
MS
Meridian Supply Co.
Account ID · 40281
Address44 Industrial Rd (2019)
Parent companyNot mapped
Industry CodeSIC 5040
Duplicate?Yes — 2 records
Account Record Verified
MS
Meridian Supply Co.
Account ID · 40281
Address128 Harbor Blvd, Ste 400
Parent companyMeridian Holdings Inc.
Industry CodeNAICS 423450
Duplicate?Merged — 1 record
⚡
Real-Time, Not Batch
Continuous data validation, not periodic cleanup
🎯
>95% Accuracy
In benchmarks, up from 70–80% with manual cleanup
📋
Audit-Ready
Every change logged with rationale
🔒
No Migration Needed
Works natively inside your existing CRM — Salesforce, Dynamics, Oracle, HubSpot, and more
HOW QORE CLEANSES CRM DATA

Four Stages. Continuous.
Not a Cleanup Sprint.

Every record moves through the same governed data quality pipeline — captured, standardized, deduplicated, verified, and linked to its corporate family tree — before anything is written back to your CRM.

01
Capture

RPA pulls data straight from source systems — no manual entry, no missed fields.

02
Standardize

Names, addresses, and codes normalized to one format — no more three spellings for one company.

03
Deduplicate

Duplicates are matched across spelling, suffix, and address variants with AI fuzzy matching, then merged into one golden record — every merge reviewed by a human.

04
Verify & Enrich

Company names, addresses, and firmographics like industry codes are verified against live search data, and each account is linked to its direct parent, ultimate parent and subsidiaries — kept current, not just present.

Available as three independent capabilities — turn on what you need
Address Verification
Duplicate Account Detection
Corporate Hierarchy Mapping
Three products

Address Verification, Duplicate Detection
and Corporate Hierarchy Mapping.

Three AI agents for AI-ready CRM data. Turn on one, two or all three, inside the CRM you already use.

Product 01

Address Verification

Confirm every account’s address is real, current and where the company actually operates, not just a deliverable postal address. Qore checks live sources such as the company’s website and public business records, confirms the legal company name, and standardizes the address into one format.

  • Business address verification and address validation, in real time or in bulk
  • Address standardization: one format for street, city, postal code and country
  • Catches office moves, closed sites and stale addresses before they cause data decay
  • Verified legal company name stored next to the address
  • Verified addresses for KYB (Know Your Business) and compliance checks

Also called: address validation, business address verification, company address lookup, address cleansing, company verification

Product 02

Duplicate Account Detection

Find the duplicate accounts that exact-match rules miss, such as different spellings, legal suffixes, abbreviations and old addresses, and merge them into one golden record. A human reviews every merge before it is applied.

  • AI fuzzy matching across company names, addresses and other fields
  • Checks new and changed records continuously, not only in cleanup projects
  • Match and merge into one golden record, your single source of truth
  • Human-in-the-loop review before any merge
  • Every merge logged with its rationale for a full audit trail

Also called: deduplication, dedupe, duplicate management, entity resolution, record linkage, identity resolution, data matching

Product 03

Corporate Hierarchy Mapping

See the full organizational structure behind every account: the ultimate parent, direct parent, subsidiaries, group-owned companies, sister companies and branches, each with a verified address. Qore maps it into your CRM as parent-child account hierarchies.

  • Corporate family tree from the global ultimate parent down to branches
  • Parent-child account roll-ups in Salesforce, Microsoft Dynamics and HubSpot
  • Kept current as companies merge, acquire, divest or open new subsidiaries
  • Whitespace, cross-sell and upsell opportunities across the corporate family
  • Screen the whole corporate group, not just the entity on the contract

Also called: corporate linkage, corporate family tree, account hierarchy, company hierarchy, legal entity hierarchy, group structure, ownership structure, parent-subsidiary mapping, “who owns whom”

Sound Familiar?

Common CRM Data Problems, Solved Automatically.

Each row is a specific way CRM data breaks down, the capability that fixes it, and what changes once it's running.

Common CRM Data Problems, Solved Automatically.
→
Automated de-duplication & merge
2 records → 1 golden record
Data decays — offices move, legal names change
→
Address verification
Real-time, not scheduled
Inconsistent naming and formatting
→
Data standardization against live signals
One format, every record
Parent-subsidiary relationships hidden
→
Corporate hierarchy mapping
Cold lead → warm upsell
No record of why a field changed
→
Every change logged with rationale
Full audit trail
Manual cleanup, ~1 week per pass
→
70–80% manual accuracy → >95%
Event-triggered, always on
Conflicting versions of one account across systems
→
Golden record written back to your CRM
A single source of truth
Reps can’t see which accounts belong to the same group
→
Corporate family tree in your CRM
Whitespace & cross-sell visible
Illustrative benchmarks from a comparable enterprise deployment — not yet confirmed client-specific results.
Who It's For

Built for the Teams the Data Actually Affects.

Sales team collaborating
👥 Real teams, real pipeline

The team closing the deal shouldn't be the one questioning the data.

Revenue teams
RevOps, Sales Ops & Marketing Ops

Anyone whose pipeline accuracy, territory planning, and account-based marketing (ABM), and whitespace analysis across corporate families depend on the data underneath it being right.

Data quality management
Data Governance teams

Particularly interested in the audit trail and change-log capability — every change logged with rationale, not silently overwritten. Golden records and a full change history support your master data management (MDM) program.

How You Receive It

Real-Time by Default. Bulk When That's What You Need.

Most teams run continuous validation once it's live. But if you're starting from a large backlog, or only need periodic passes, we scope that too.

Recommended

Real-time, event-triggered

Records are validated and refreshed continuously as things change — not on a weekly or monthly cleanup cycle. This is how most of the product runs day to day.

No cleanup sprints to schedule or staff
Drift is caught as it happens, not weeks later
Works natively inside your existing CRM — Salesforce, Microsoft Dynamics, Oracle CRM, HubSpot, and others
Also Available

Bulk data cleansing & enrichment

For a one-time backlog, a data migration, or teams that only need a periodic pass rather than continuous monitoring — the same pipeline runs as a scoped batch job instead.

Good fit for clearing an existing backlog fast
Same capture → standardize → dedupe → verify & enrich pipeline
Scoped and priced to your volume and cadence

See What Your CRM Looks Like Cleaned Up

Share your details and we’ll show you how Qore’s agents can detect duplicate accounts, verify addresses, and map corporate hierarchies in your CRM in real time — no migration required.

// Thanks — we'll be in touch within 1 business day.
For Developers

Already using Claude, Cursor, or Copilot?

Connect directly to Qore’s enrichment data via MCP (Model Context Protocol) — no new portal, no custom integration code. Get an API key, add one config block, and your AI assistant can look up a company’s corporate hierarchy, from ultimate parent to subsidiaries, and verified addresses on the spot.

Claude Desktop Claude Code Cursor Windsurf
View MCP Docs →
claude_desktop_config.json
"mcpServers": {
  "qorenext-mcp": {
    "url": "https://mcp.qorenext.com/mcp/"
  }
}
Example
You › Who owns Acme Trading Co.?
AI › calls hierarchy_enrichment
✓ Parent, subsidiaries & verified address returned
Questions

CRM Data Hygiene FAQs

No. Qore's agents work natively inside your existing CRM — Salesforce, Microsoft Dynamics, Oracle CRM, HubSpot, and others. No migration, no replacement, no workflow disruption for your team.

Records are validated and refreshed continuously as things change — not on a weekly or monthly cleanup cycle. Drift is caught as it happens, not weeks later.

That's available too. For a large backlog or a data migration, the same capture → standardize → dedupe → enrich pipeline runs as a scoped batch job instead of continuous monitoring.

Yes, especially for merges and hierarchy changes, which are hard to reverse cleanly. AI does the heavy lifting on speed and scale; a human keeps the accuracy and the accountability.

Every change is logged with rationale, not silently overwritten — so Data Governance teams have a documented record for each decision.

CRM data hygiene, also called CRM data cleansing or data scrubbing, is the ongoing work of keeping CRM records accurate, complete, consistent, and free of duplicates. Most teams do it in periodic cleanup projects. Qore does it continuously, so data quality doesn’t slip between projects.

Data cleansing fixes what’s already in your CRM: it removes duplicates, standardizes formats, and corrects wrong names and addresses. Data enrichment adds or refreshes what’s missing, such as a verified current address, an updated industry code, or the parent company. Qore does both in the same pipeline.

Data decay is the gradual loss of accuracy in CRM records as companies move offices, change legal names, merge, or are acquired. Records that were correct when they were entered quietly go stale. Qore catches these changes as they happen instead of waiting for the next cleanup.

Corporate hierarchy mapping shows a company’s full organizational structure: its ultimate parent, direct parent, subsidiaries, group-owned companies and branches, each with a verified address. It is also called corporate linkage, a corporate family tree, or an account hierarchy in Salesforce, Dynamics and HubSpot. Qore links each CRM account into this structure, so parent-child accounts roll up correctly, reps see the whole corporate family, and a cold lead can become a warm upsell.

Exact-match rules treat “Meridian Supply Co.” and “MERIDIAN SUPPLY COMPANY INC” as two different companies. Qore’s duplicate account detection uses AI fuzzy matching: it compares names, addresses, and other fields the way an analyst would, groups records that belong to the same company, and proposes one golden record. Data teams call this entity resolution, identity resolution, or record linkage. Every merge is reviewed by a human before it’s applied.

An org chart shows people and reporting lines inside one company. A corporate hierarchy shows companies: which legal entities own or control which, from the ultimate parent down to subsidiaries and branches. Qore maps corporate hierarchies, not employee org charts.

Address validation checks that an address exists and is formatted correctly for mail. Address verification goes further and confirms it is the right address for this company, where the business actually operates. Qore does both: it standardizes the address and confirms it against live sources.

Ready to use it? Sign in or purchase on the Qore platform.