Use Cases
We understand engineering skill trends like nobody else
GenAI readiness trends
We have aggregated GenAI readiness technical assessments from hundreds of engineering teams from UK, Mainland Europe and the USA.
Before coaching, most teams scored under 50%. After, the whole curve shifts right.
We've assessed thousands of engineers across sectors from Fintech to Retail. The patterns are consistent, and they're rarely what teams expect.

Merri Williams
ex-CTO Pleo & Monzo
The impact of learning on productivity and cost

235% improvement in throughput and a 40% reduction in cycle time
In just 12 live micro-workshops, Pleo's engineers built core APIs and transformed their development cadence.
Skillerwhale's GenAI Upskilling Impact Report
We worked with DX and a range of teams including Paddle, Fundapps and F-Secure to measure productivity and usage impact from AI upskilling.

Mastering a new tech stack in 12 sessions
How Plandek's engineers built confidence in unfamiliar technology through short, focused, practitioner-led workshops.
Watch this space for impact studies with Tesco, Ardoq and CircleCI
Use Cases
Use Cases
The most common reason that tech leaders turn to Skiller Whale are:
WORKSHOP REVIEWS
Learner experiences that speak volumes
See what happens when devs actually retain what they learn.
Real teams. Real progress.
Give your engineers the support they deserve
No boring videos, no half-days out of the officeJust better learning.






