Taking AI from Pilot to Production
A field guide to the seven decisions that separate an AI experiment from a system your organization can operate.
Read field noteCustomer Success Stories
See how organizations across industries transform their infrastructure with open source cloud solutions. Real challenges, real solutions, real results.
Featured Stories
Proven Results from Real Customers
From big data processing to SaaS platforms, see how our customers achieve measurable business outcomes.
Big Data & Analytics
Opta Information Intelligence
Processing half a trillion data links in days, not months
Opta needed to process massive datasets for their information intelligence platform. Their original infrastructure took 80-90 days to run half a trillion links across 70 nodes. After migrating to a high-performance cloud platform, they achieved the same results in just 3 days.
"On our first attempt we ran half a trillion links across 70 nodes which took about 80-90 days. Since we moved to the new platform, it only takes 3 days!"
JL
Jin Lee
Senior Data Scientist, Opta Information Intelligence
3 days
Processing time
90 days
Previously
70+
Compute nodes
SaaS & Community Software
Vanilla Forums
Cutting hosting costs in half while scaling 6x
Vanilla Forums powers online communities for brands like Electronic Arts, HootSuite, and Adobe. As they grew, public cloud costs became unsustainable. By switching to a private OpenStack cloud, they slashed hosting bills by nearly 50% while growing their infrastructure 6x with the same small ops team.
"Right out of the gate we cut our hosting bill nearly in half by switching to a private cloud. It's been much more stable than our public cloud VMs were."
TG
Tim Gunter
COO, Vanilla Forums
50%
Cost savings
6x
Scale growth
2
Regions
Ready to Write Your Success Story?
Join organizations that have transformed their infrastructure with open source cloud solutions. Get a personalized assessment of how we can help you achieve similar results.
Field notes / Latest
What production is teaching us.
Engineering notes from operating open infrastructure: the failures, design decisions, and upstream work that make open infrastructure better.
Browse all field notes
How to Choose Between Public Cloud, Private Cloud, and Hybrid Cloud
Compare public, private, and hybrid cloud by cost, security, performance, compliance, operations, and workload fit to choose the right model for your workloads.
Read field note
Reducing Your LLM Inference Costs
How to choose between a consumption-priced API and dedicated capacity with some sample costs.
Read field note