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Notes

Things we've learned by building.

Short, practical write-ups from the people doing the work. Lessons from production, not predictions about the future.

A tray of steel ball bearings feeding through a gate into four lanes, one of them lit green. 2 October 20265 min read Jev, and why AI calls don't always need a chatbot TypeSafe's Jev doesn't write text. It makes decisions in a fraction of a second, for a fraction of the price of a chat model. Here's why that matters and where we'd use it first. Read the note A tangled mass of thread, with one green strand pulled out and threaded cleanly through a row of steel guides. 1 October 20267 min read Why enterprise AI stalls, and what we've seen work The evidence on AI at scale is still mixed. Here's why we think so many rollouts stall, and what we've seen work in the businesses getting real value from it. Read the note A loose stream of paper documents funnelled through a steel machine and sorted into separate lanes, one of them lit green. 18 September 20264 min read Some things we've learned scaling LLM inference in production One of the platforms we build and run processes millions of pages of documents every month. Here is what the volume taught us about cost, latency and keeping users trusting the output. Read the note
Chisl

AI, data and software engineering for enterprises.

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info@chislgroup.com
United Kingdom Warnford Court, 29 Throgmorton Street
London EC2N 2AT
+44 7956 077344
South Africa Byls Bridge Office Park, Building 14 Block C
Olivenhoutbosch Road, Centurion
+27 72 591 8159

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Chisl Ltd is registered in England and Wales, company number 13517600. Registered office: Warnford Court, 29 Throgmorton Street, London EC2N 2AT. Chisl Group (Pty) Ltd is registered in South Africa, registration number 2020/091073/07. Registered office: Byls Bridge Office Park, Building 14 Block C, Olivenhoutbosch Road, Centurion 0157.