Nocodo LTD
Monthly model billBefore / after
Response speed3× faster
Compliance overheaddown ~60%
Difference, per month~$8,000
Numbers from installations we run.
Two installations, itemised. Each page carries the receipt first, then the full account, and says whose numbers they are.
Dossier 01Reported by the customer
From a $10,000 monthly API bill to $2,000 on its own servers.
Nocodo LTD paid OpenAI about $10,000 a month. We moved it to a tuned open-weight model on its own infrastructure, with request routing and GPU tuning, so every AI operation stays in-house.
Dossier 02Measured by us, not a customer testimonial
A 40-GPU inference cluster in 48 hours, at under half the cloud price.
Infiano’s hackathon produced 240 submissions that a language model had to judge within a single week. We built self-hosted inference on rented GPUs, ran it for six days and shut it off.
Infiano hackathon
Event inference billCloud vs on-prem
Cluster stood up in48 hours
Submissions received240
Time to first token1.1–1.4 s
Infrastructure-caused restarts0
Difference, event≈$3,750
Worked exampleImplementation example, not a client result
AI in a B2B portal
A worked example from a contractor portal we reviewed under NDA: a cascade of open-weight models handling seven routine jobs, with a clearly labelled projection of the payroll impact. Nothing in it was measured at a client.