Data Providers

Multi-select

Multi-select

Manufacturing

Conflicting data

Shipped a product field

Resolving conflicting tech-stack data on an account

Resolving conflicting tech-stack data on an account

Illustrative case study · The outcome shown is a modeled decision, not a measured client result.

Who needed the answer

A sales ops lead at a B2B software vendor, cleaning up account data in the CRM.

Why they needed help

Six tech-stack columns contradicted each other on whether the account ran Coupa, so reps didn’t know what to pitch.

What they asked

Our enrichment says this account runs Coupa. Correct?

What the experts said

Coupa handles indirect spend; direct spend runs in the ERP

All 4 experts confirmed Coupa for indirect spend and said direct materials are bought through the ERP. 3 said Coupa is the only procurement tool; 1 said a regional tool covers some sites.

Procurement tools in use4 of 4 answered
Coupa only 3Coupa + regional tool 1

Sample responses

“Coupa runs indirect. Raw materials go through the ERP and always have.”

Former procurement manager, US industrial manufacturer ($1–5B revenue), left 2025

answer_id

ans_cc623a9b

respondent_id

rsp_99dfc277

“Two of our plants used a regional tool for maintenance supplies on top of Coupa.”

Former IT systems lead, US manufacturer ($500M–1B revenue), left 2024

answer_id

ans_6a99b44c

respondent_id

rsp_337ab3d7

Illustrative quotes. In the product, every answer carries an answer_id and a respondent_id. The answer_id links to the full response and when it was given; the respondent_id links to the expert’s screened profile without revealing who they are, so any number can be traced back to its source.

About the experts and method

Who answered

Former procurement and IT staff, left 12+ months ago

Responses

All 4 answered · 3 coupa only · 1 coupa + regional tool

Safeguards

Tools in use only; no prices, contract terms or renewal dates

Business impact

From the findings via Ask Synquery Connector, the team decided to split the procurement tool field in two.

The data provider adds separate indirect and direct spend columns, with a “verified by 3+ experts” badge.