How AI + product engineering works
for 568 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 568 case studies
Akkuro logoA

Akkuro

Financial Services|SMB

Financial document processing

Manually extracting data from PDFs took 4 hours per loan, delaying approvals for weeks. Now, in-country AI securely structures the data.

same-dayCredit Decisionsvs weeks
via microsoft.com
Published yesterday
Equal logoE

Equal

Financial Services|SMB

Call screening

Callers instantly hang up on robotic voices. Emotive AI voices with regional accents now hold natural, real-time conversations.

600k+Daily Calls Handled
via elevenlabs.io
Published 2 days ago
Vapi logoV

Vapi

Software & Platforms|SMB

Platform onboarding

Dense API docs bottlenecked non-technical users. Now, Claude builds fully configured voice agents from simple plain-text requests.

2xActivation Increase
via anthropic.com
Published 2 days ago
Colorado State University logoC

Colorado State University

Education & Training|Enterprise

Severe weather forecasting

Researchers had just 30-60 minutes to warn of severe hailstorms. Now, an AI radar model generates high-resolution forecasts in minutes.

2-3hPrediction Lead Time
via nvidia.com
Published 5 days ago
Superhuman logoS

Superhuman

Software & Platforms|SMB

Internal tool development

Fragile data pipelines bottlenecked engineers. Now, built-in workflows let teams ship internal AI tools without managing infrastructure.

~7 hoursWeekly Time Savings
via databricks.com
Published 5 days ago
Novo Nordisk logoN

Novo Nordisk

Pharmaceuticals & Biotech|Enterprise

Clinical trial management

A maze of disconnected systems obscured global trial visibility. Now, a digital twin guides AI to automate heavily regulated workflows.

12 moTimeline Reduction
via celonis.com
Published 6 days ago