How AI + product engineering works
for 560 companies

We monitor how businesses get results with AI, so you don't have to guess what's worth implementing.

Real-world implementations from

Nissan logoN
NissanSoftware development platform
Toyota Motor Corporation logoT
Toyota Motor CorporationDocument search
Spotify logoS
SpotifyAutomated code migration
Harvard Medical School logoH
Harvard Medical SchoolProtein interaction discovery
Bosch Digital logoB
Bosch DigitalSoftware development
Nissan logoN
NissanSoftware development platform
Toyota Motor Corporation logoT
Toyota Motor CorporationDocument search
Spotify logoS
SpotifyAutomated code migration
Harvard Medical School logoH
Harvard Medical SchoolProtein interaction discovery
Bosch Digital logoB
Bosch DigitalSoftware development
Try:,,
Showing 9 of 560 case studies
Delivery Hero logoD

Delivery Hero

Transportation & Logistics|Enterprise

Code generation

Refactoring hundreds of decentralized codebases took days. Now, an AI agent writes and submits code in minutes for human review.

18xTarget Overachievement
via anthropic.com
Published 2 days ago
VentureCrowd logoV

VentureCrowd

Financial Services|SMB

Custom agent deployment

Maintaining bespoke infrastructure for compliance delayed rollouts. A unified platform now lets the team launch secure AI agents in weeks.

2 rolesEquivalent Roles Saved
via salesforce.com
Published 2 days ago
Bubble logoB

Bubble

Software & Platforms|SMB

App development

Steep learning curves caused high user churn. Now, a native AI agent lets builders fluidly mix text prompts and point-and-click tools.

2xFirst-Week Activation
via anthropic.com
Published 3 days ago
Lenovo logoL

Lenovo

Technology|Enterprise

On-device moderation

Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.

31%Windows AI PC Mkt Share
via microsoft.com
Published 5 days ago
Kimley-Horn logoK

Kimley-Horn

Real Estate & Construction|Enterprise

Project coordination

Engineers lost time to coordination, tracking comments across systems. Now, AI summarizes meetings, letting them focus on critical design work.

50%Reduction in Grading
via microsoft.com
Published 5 days ago
Lendi Group logoL

Lendi Group

Financial Services|Mid-size

Home loan assistant

A 500-component architecture slowed developers. A unified data layer runs AI document checks, freeing human brokers for complex advising.

via mongodb.com
Published Apr 18, 2026