Maturity level 2

Data Quality: trustworthy data before it reaches your operations

Duplicates, price mismatches, and missing fields accumulate quietly in ERP and CRM until an order ships wrong or an invoice bounces. Coheed runs continuous checks across your connected systems (validity, consistency, completeness, and freshness) and turns each problem into an actionable alert.

  • Duplicate detection
  • Automatic data validation

Problems we solve, with examples

The data quality problems SMBs hit most often, and the check Coheed runs for each.

Challenge

The same customer exists twice across CRM and ERP.

In Coheed

The Contact Deduplication Check matches records by email, name, and tax ID across HubSpot and Exact, then recommends merging the CRM contacts and reconciling the ERP account references.

Challenge

A deal is quoted at a price the ERP doesn't recognize.

In Coheed

Product Price Mismatch Validation compares ERP price lists against CRM deal line items (and SCM purchasing) every few hours and flags discrepancies before the quote goes out.

Challenge

An invoice can't be issued because key fields are missing.

In Coheed

Required Account Fields Completeness flags accounts missing IBAN, VAT number, delivery address, or payment terms, so finance fixes them before the billing run.

Challenge

Stock figures are out of date and you oversell.

In Coheed

Inventory Snapshot Freshness compares Exact and Dynamics 365 SCM stock every 30 minutes and alerts when a snapshot is older than the accepted threshold.

Challenge

A product's price or stock level swings unexpectedly over time.

In Coheed

Trend monitoring watches each product's own history and alerts when the recent average price or stock level moves sharply against its baseline (for example ±20% on price), catching mis-keyed amounts, bad syncs, and unit mix-ups before they reach quotes and fulfilment.

What this looks like in the platform

What's already running in the Coheed platform for data quality:

A catalog of cross-system checks

Ready-to-run checks across four types (validity, consistency, completeness, and freshness) from price mismatches and tax ID format to contact linkage and order-status sync.

Configurable cadence and systems

Each check runs on its own schedule, from every 30 minutes to weekly, against the systems you choose.

Severity-ranked alerts

Findings arrive as low, high, or critical alerts with affected-record counts and a recommended remediation action.

Trend monitoring for price and stock shifts

Per-product checks compare a recent window against a baseline and flag strong shifts in price or stock level over time, with a configurable threshold and window.

One click to an agent

Any alert can be promoted to a remediation agent that takes the corrective action, see Agents.

These are general examples, not a complete or fixed list.

FAQ

Frequently asked questions

What kinds of data quality checks does Coheed run?

Validity (format and rule checks like tax IDs and prices), consistency (cross-system agreement like order status), completeness (required fields and linkages), and freshness (data recency like inventory snapshots), plus trend monitoring that flags strong shifts in a value over time, such as sudden price or stock-level swings.

Does Coheed fix the data automatically?

Checks detect and recommend; remediation is your choice. You can act manually, or promote an alert to a human-in-the-loop or autonomous agent that applies the fix.

How fast are issues detected?

Cadence is per check, as often as every 30 minutes for inventory freshness, hourly for deduplication, up to daily or weekly for slower-moving data.

Which systems are checked?

Checks run across the connected ERP, CRM, and SCM (today Exact, HubSpot, and Dynamics 365 SCM) including cross-system checks that compare values between them.

See it on your own systems

Tell us your ERP, CRM, and SCM stack and we will show the fastest path to value.