How AI + product engineering works
for 1423 companies

We track and decode how AI leaders get results, so you can pursue the right projects with confidence.

Recent case studies from

Toshiba Tec logoT
Toshiba TecReal-time retail personalization
Spotify logoS
SpotifyAutomated code migration
Harvard Medical School logoH
Harvard Medical SchoolProtein interaction discovery
Indeed logoI
IndeedTalent acquisition
Bosch Digital logoB
Bosch DigitalSoftware development
Toshiba Tec logoT
Toshiba TecReal-time retail personalization
Spotify logoS
SpotifyAutomated code migration
Harvard Medical School logoH
Harvard Medical SchoolProtein interaction discovery
Indeed logoI
IndeedTalent acquisition
Bosch Digital logoB
Bosch DigitalSoftware development
Try:,,
Showing 9 of 1,423 case studies
EY logoE

EY

Professional Services|Enterprise

Software development

Technical debt in large codebases hindered velocity. Now, AI handles execution-heavy updates while engineers retain merge approval.

via factory.ai
Published today
Droplet Biosciences logoD

Droplet Biosciences

Pharmaceuticals & Biotech|SMB

Genomic analysis

CPU bottlenecks delayed urgent post-surgery biopsies. GPU-accelerated pipelines now empower lab teams to meet strict delivery targets.

30%Computation Cost
via nvidia.com
Published yesterday
InteGREATer logoI

InteGREATer

Non-Profit & Social Impact|SMB

Podcast production

In-person mentoring limited reach to 18 cities. AI-voiced success stories now bring relatable role models to students nationwide.

6Podcast Episodes
via elevenlabs.io
Published yesterday
Euphoria logoE

Euphoria

Software & Platforms|SMB

Health coaching

Data silos capped counselor reach. Now, orchestrated AI agents analyze sleep, nutrition, and training to multiply human expert capacity.

100Clients per Counselorvs 30 clients
via cloud.google.com
Published 4 days ago
Day of AI Australia logoD

Day of AI Australia

Education & Training|SMB

Educational simulation

Letting students build AI bots risked generating harmful content. Now, real-time safety models filter all outputs for 330k+ learners.

100%Harmful Content Blocked
via cloud.google.com
Published 4 days ago
CodeSignal logoC

CodeSignal

Software & Platforms|SMB

Interactive skills training

Students lacked hands-on AI practice. Now, a Socratic AI tutor guides them as they train models in live cloud sandboxes.

72%Active Learner Retention
via aws.amazon.com
Published 5 days ago