Question 1

What is Explainability?

Accepted Answer

Explainability, also known as interpretability, denotes the capability to present a machine‑learning model’s decisions and inner workings in a way that humans can understand, striking a balance between clarity and model performance.

Question 2

How many companies implement Explainability?

Accepted Answer

Based on our data, 11,938 companies implement Explainability. This number is updated daily as we discover new companies through job posting analysis.

Question 3

What types of companies implement Explainability?

Accepted Answer

Explainability is relevant across multiple industries including Financial Services, Business Consulting and Services, Computer Hardware Manufacturing. Companies range from startups to enterprises with 10,000+ employees.

Question 4

How does TheirStack track companies related to Explainability?

Accepted Answer

TheirStack analyzes millions of job postings daily from company career pages, job boards, and recruitment platforms. When a company mentions Explainability in their job descriptions, requirements, or responsibilities, we identify them as related to Explainability and add them to our database.

Question 5

How can I get the full list of companies that implement Explainability?

Accepted Answer

You can access the complete list of 11,938 companies on TheirStack. The data includes company name, industry, size, location, funding, and revenue. Available via our web app or API.

Question 6

How often is the company data updated?

Accepted Answer

Our database is refreshed daily. We continuously monitor job postings to detect new companies implementing Explainability and update existing records.

Company	Country	Industry	Employees	Revenue	Technologies
Capital One	United States	Financial Services	61k		Explainability
Accenture	Ireland	Business Consulting and Services	738k	$63B	Explainability
JPMorganChase	United States	Financial Services	244k		Explainability
Apple	United States	Computer Hardware Manufacturing	293k		Explainability
EY	United Kingdom	Professional Services	401k	$45B	Explainability
Synchrony	United States	Financial Services	16k		Explainability
TikTok	United States	Entertainment Providers	87k	$4.6B	Explainability
GEICO	United States	Insurance	32k		Explainability
Microsoft	United States	Software Development	237k	$198B	Explainability
Intuit	United States	Software Development	18k	$14B	Explainability

Companies implementing Explainability

List of companies that implement Explainability