 |
|
Hey there,
What it takes to make AI production-ready
Most AI projects don't fail in the lab. They fail at scale; bad data, no evaluation baseline, infrastructure that wasn't designed for it. This month: the fixes.
|
| Event Highlights |
 |
|
|
| |
|
| Datasheet |
 |
| Manual network management doesn’t scale - and network teams feel it every day. This datasheet shows how automation cuts provisioning time, stops configuration drift, and gives teams their hours back. |
|
|
|
| |
| Case Study |
 |
| Deploying large language models at scale is challenging - teams need reliable evaluation to make confident production decisions. |
Problem:
Standard LLM benchmarks often miss real-world enterprise use cases, leaving teams with limited visibility into model performance where it matters most |
|
Solution:
A custom evaluation-as-a-service framework built around actual business workflows, with continuous assessments across accuracy, latency, and cost |
|
Impact:
Faster model selection, reduced hallucination risk, and more confident production deployments - without building evaluation infrastructure from scratch |
|
| This approach provides enterprise teams with a scalable, real-time evaluation system, enabling smarter decisions and faster deployment of LLMs across critical workflows. |
|
|
| |
|
| Industry Report |
 |
| Telecom teams aren't experimenting with AI anymore - they're running networks with it. Three signals from the report: |
- Data readiness beats model sophistication - clean pipelines deploy up to 3x faster
- Governance is a design requirement - not something you add afterthought
- ROI comes from iteration - tight feedback loops, not big-bang rollouts
|
|
|
|
| |
| Featured Blog |
 |
| Description: Launch failures are costly and most are preventable. This blog explains how Testing as a Service (TaaS) brings together automated benchmarking, real-world load simulation, and pre-production validation to improve launch readiness. For teams shipping software at scale, it works like a practical pre-flight checklist. |
|
|
| |
|
| At Calsoft |
|
YouTube Channel!
Stay updated with a glimpse into life at Calsoft, and expert insights on AI, cloud, cybersecurity, DevOps, & industry trends.
|
|
|
|
|
|
That's a wrap for June!
If something here is relevant to a challenge your team is working through, we're worth a conversation. See you in the next month.
|
|
|
|
|
