Assembled vs Observe Ai: who uses which
Customers, public proof and the companies that use both.
On usedby, 39 companies use Assembled and 24 use Observe Ai. 1 company uses both, including DailyPay. Assembled leads among the Fintech & Payments companies on usedby that use either tool.Latest check Oct 8, 2026: 62 of 63 public lines checked. Counts include every proof level, job-post signals included. Companies named on both have a confirmed or observed line on each side.
Who uses Assembled, Observe Ai, or both
Every company with a public proof for at least one of the two tools.
38
use only Assembled
1
company uses both
23
use only Observe Ai
38 companies use only Assembled, 23 use only Observe Ai and 1 uses both, out of the 62 companies on usedby that use at least one of them.
Where it lands
Newest customers
No new customer since tracking started on October 8, 2026.
Where it lands
Newest customers
We have not started tracking changes for Observe Ai yet.
Who uses both
Companies with a confirmed or observed line on both tools.
| Company |
|---|
 DailyPay |
Side by side
Facts from our data and from each vendor's public pages. Each line says where it comes from.
Assembled
Observe AiWhat customers report
Results as the vendor or the customer published them, with the source and the date.
Assembled
Through improved schedule adherence alone, NEXT Insurance has already saved $957K.
NEXT Insurance
Vendor case study, assembled.com, captured Oct 8, 2026
average handle time has dropped by 60%
Preply
Vendor case study, assembled.com, captured Oct 8, 2026
Observe Ai
With 100% QA coverage—up from just 2%
Personify Health
Vendor case study, observe.ai, captured Oct 5, 2026
Elevated focus of 90+ advisors toward high-value, learner-centered conversations
Boundless Learning
Vendor case study, observe.ai, captured Oct 5, 2026
Questions about Assembled and Observe Ai
Which is used more, Assembled or Observe Ai?
Assembled has more customers on usedby: 39 against 24 for Observe Ai.
Do companies use both Assembled and Observe Ai?
Yes. 1 company uses both on usedby, including DailyPay.
Who uses Assembled?
39 companies on usedby, each with the public page that shows it. See who uses Assembled.
Who uses Observe Ai?
24 companies on usedby, each with the public page that shows it. See who uses Observe Ai.
How does usedby count customers?
A company counts when a public page shows it: a vendor's customer page, a case study, a press release or a job post, most saved with a dated capture. Every line is a customer, at one of three proof levels: confirmed, observed or signal (a job post, the weakest). A company is named as using both tools when its lines on both are confirmed or observed.