How AI + product engineering works
for 566 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
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Showing 9 of 566 case studies
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 yesterday
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 yesterday
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 2 days ago
Smartsheet logoS

Smartsheet

Software & Platforms|Mid-size

Workflow automation

Scattered data and basic coding tools bottlenecked engineers. A 9-agent AI workflow shifts them from writing code to directing AI teams.

4 hoursDocumentation Time
via anthropic.com
Published 4 days ago
Eton Solutions logoE

Eton Solutions

Financial Services|Mid-size

Document processing

Financial data scattered across systems took up to 15 manual steps per file. AI automates workflows and unlocks natural language queries.

75%Manual Effort Reduction
via microsoft.com
Published 5 days ago
Optro logoO

Optro

System monitoring

Observability data was locked behind 10 experts. An AI assistant now lets support and engineering run complex queries without writing code.

7 minsQueue Time Reduction
via grafana.com
Published 6 days ago