Writing by Kaushal Dave

Applied AI, with the operating record attached.

Forward Deployed Engineering, production operating models and infrastructure measurement. Claims are kept to what the evidence supports.

Forward Deployed Engineering: from model to enterprise
Forward Deployed Engineering

Forward Deployed Engineering: from model to enterprise

A working model is not a deployed decision system. The missing work is provenance, canonical mapping, coupling, tuning, ownership and a method another team can operate.

9 minute read
Applied AI in production: what the operating model requires
Applied AI in production

Applied AI in production: what the operating model requires

Production requires a contract: what the organisation declares, what the system derives, who owns the result and how the method can be challenged and rerun.

8 minute read
120,000 inferences: the economics of purpose built AI infrastructure
Benchmark audit

120,000 inferences: the economics of purpose built AI infrastructure

The latency result held. The economics claim did not. This is the audit trail, the measurement defect and the narrower result that survived.

8 minute read