AI-Assisted Development Challenges: Rebuilding a Stock Alerting Platform

Rebuilding and Scaling an AI-Generated Stock Alerting Platform

Shaylee Webb AI, Banking & Finance, Project Recovery, Python Leave a Comment

A founder-built application created with AI coding tools ran into common AI-assisted development challenges, including missing source code and performance issues. Keyhole Software reconstructed the system, optimized Python processing, and enabled a successful launch. A client without a formal software background spent close to a year building a stock alerting app, mostly using AI-assisted coding tools and a lot of …

iOS app consulting recovery work for agricultural technology client

iOS Application Recovery & Production Launch

Shaylee Webb Application Enhancement, GCP, Mobile, Project Recovery, UI/UX Leave a Comment

Keyhole provided iOS app consulting to an agricultural technology company, helping recover and deliver a Swift-based mobile application that was nearly complete but blocked from release.ย Following a contractor transition, the client lost access to critical infrastructure, including source control, cloud services, and the Apple Developer account, leaving the application difficult to deploy and maintain. The engagement focused on restoring ownership, stabilizing the application, and guiding it through production readiness.

Agile Transformation & SDLC Modernization for Industrial Automation Company

Gena Cockrell Case Study, DevOps, IT Strategy, Manufacturing, Industrial & Supply Chain, Project Recovery

Keyhole Software partnered with a mid-sized industrial automation company to lead a full Agile and SDLC transformation. By modernizing tooling, coaching engineering teams, and establishing scalable release practices, the organization saw a 25% boost in throughput, a 3x increase in documentation, and major gains in team collaborationโ€”all within the first 90 days.