Research & KnowledgeEvent: September 8, 2026
Toptal published an article by Matthew McNaghten and Jeff Mills discussing the challenges of moving agents into real workflows with the right data, governance, human oversight, and measurable business outcomes.
Published
Signal category
Research & Knowledge
Quote
“Matthew McNaghten and I break down what’s blocking adoption and what needs to change.”
— Jeff Mills|Toptal team
Company
Toptal
The World's Top Talent, On Demand®
- Industry
- Software Development
- Location
- Work from Anywhere, OO
- Company size
- 6,639 employees
With over $5 billion in global payments, $200 million in annual revenue, 70k contracts signed — Toptal is the world’s largest fully remote workforce.
Founded 2010