SaaS Case Study
Echofield Software
An AI infrastructure rebuild that cut cloud costs while improving training speed.
+51%Feature Adoption
The Challenge
Where things stood before
When Echofield Software first reached out, a product experience that couldn't personalize or scale the way the market expected was the issue sitting at the top of their list.
It wasn't a small fix — the underlying approach needed to change, not just the surface.
The Solution
What we built
We started by getting a clear picture of exactly where things were breaking down before proposing anything.
The result was straightforward: an AI infrastructure rebuild that cut cloud costs while improving training speed, built specifically around what Echofield Software needed.
- Designed around Echofield Software's actual data and workflow, not a generic template
- Validated thoroughly before deployment to avoid production surprises
- Benchmarked against clear, agreed-upon success metrics from day one
- Delivered within a 5-week timeline without cutting scope
Results
The impact, by the numbers
+51%
Feature Adoption
97.2%
Model Accuracy
-29%
Support Tickets
92.6%
Uptime
Tech Stack
Built with
AWSGCPKubernetesTerraform
Farrowline Financial
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