Use cases
The clearest way to see ACE is one change to an app you already run.
A live application has history, rules and customers depending on it, which is exactly where coding agents go wrong. Here is how one customer took two change requests from ask to deployed in development.
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End to end example · Vialterna
Two customer requests on a platform where one missed permission check could expose another customer's data.
Vialterna runs AIr Connect, the platform every one of its customers uses to see their sites, with at least 99.97% availability promised by contract. Customers wanted a login that shows their own staff only their own company's sites, and sales wanted a realistic demo built from real data with every customer detail hidden.
Under 2 hours
for the customer team view, against an estimated 4.5 to 10 days by hand
5 hours
for the masked demo, including 2 hours of review and final fixes, against an estimated 12 to 18 days
Hands on build time from design to deployment in development. By hand figures are senior developer estimates from Codex and Claude.
1 · Understand
ACE mapped each request to AIr Connect's architecture, rules and code, found what was already built, and flagged every page where data could leak.
2 · Design
ACE produced a design that fit the platform, and Vialterna approved it before any code was written.
3 · Build
Claude wrote the code from the plan ACE prepared. Teams can use whichever coding agent they prefer for this step.
4 · Check and deploy
ACE ran governance checks and tests at every stage and deployed to development, while Vialterna kept control of the release to production.
“Uptime is our business, so every change to our platform carries real risk. AppFaktors ACE took two change requests to working features in our dev environment within a day, built to fit our architecture, and it raised use cases we had not thought of.”
Other places to start
The same context serves reviews, new applications and modernization.
Pick the one closest to your problem and book a session on it. We'll come with an example that matches.
Bring one challenge to a 30 minute working session.
In 30 minutes, we'll walk through a relevant example and show how ACE could help your team tackle it.
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