Nocodo LTD
Monthly model billBefore / after
Response speed3× faster
Compliance overheaddown ~60%
Difference, per month~$8,000
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.
80%lower monthly cost
Reported by the customerThe figures and the quote on this page are Nocodo’s own, as reported to us. We have not published an independent audit of them.
Illustrative motion: scroll to collapse the bill. Each slab is $1,000 a month; the two ends are the figures Nocodo reported.
The bill grew with the product.
As Nocodo grew, its reliance on OpenAI’s API pushed the monthly bill to about $10,000. That cost threatened the company’s ability to keep adding AI features for its customers.
- Cost spikes during high-usage periods.
- Little control over API rate limits and performance.
- Privacy concerns around sensitive customer information.
- Compliance questions whenever data left its infrastructure.
Four steps, on hardware Nocodo already ran.
Infrastructure assessment
We analysed Nocodo’s existing server grid and AI workload patterns, then mapped a deployment plan that made the most of hardware already in place.
Custom model deployment
We deployed an open-weight model tuned for Nocodo’s use cases, optimised for its server specifications and configured with caching and load balancing.
Performance tuning
Request routing, GPU optimisation and custom inference pipelines brought response times down against the cloud baseline.
Compliance and governance
We set up data-governance tooling, audit trails and compliance monitoring, so all AI operations stay inside Nocodo’s infrastructure.
Four weeks from assessment to go-live.
- Week 1
Infrastructure assessment
Analysed the existing server grid and AI workload patterns.
- Week 2
Model selection and customisation
Selected and tuned the model for Nocodo’s use cases.
- Week 3
Deployment and integration
Deployed the model and integrated it with existing systems.
- Week 4
Optimisation and go-live
Performance tuning, testing and the production launch.
What changed.
$2,000Monthly cost now, down from about $10,000.
$96,000Saved per year, the difference over twelve months.
3×Faster API responses. Average response went from 50 ms to 15 ms.
~60%Less compliance work, with audit trails and monitoring built in.
100%On-premise. All data stays inside Nocodo’s infrastructure.
In their words.
“LLMDeploy team has unique expertise in understanding our situation and adapting to our needs, while delivering the fastest, reasonable and very affordable winning solutions. As a bonus we received data governance and simplified our compliance efforts.”
Want the same on your data?
The pilot puts one open-weight model live on your own data in 72 hours, at a fixed $4,900. See every step priced before you decide.