The path from AI experimentation to production is often fraught with complications, with industry data suggesting that more than 80 percent of AI projects fail to achieve their intended results. To address this widespread challenge, MobiDev, a software consulting and engineering firm, has launched the AI Implementation Failure Test. This executive-focused assessment is designed to provide clarity for leadership teams whose AI initiatives have underperformed, stalled, or failed to launch, offering a structured diagnostic to identify hidden obstacles and determine the best path forward.
The AI Implementation Failure Test is a 9-minute assessment designed for C-level leaders and decision-makers.
It evaluates AI initiatives across six key areas, including strategic alignment, data foundation, and ROI sustainability.
The tool addresses the high failure rate of AI projects, which currently sits at over 80 percent.
Participants receive actionable insights to help decide whether to fix, restart, or sunset a stalled AI initiative.
The diagnostic focuses on the disconnect between business objectives, technical execution, and delivery readiness.
MobiDev developed the test based on its extensive experience in AI consulting and product engineering.
Many organizations struggle with AI adoption due to unclear objectives, weak data foundations, or unrealistic expectations. The AI Implementation Failure Test provides a fast, structured way to understand these execution breakdowns. By analyzing the strategic alignment and technical execution of an AI product, the test helps leaders move beyond generic recommendations and focus on the specific reasons their implementation missed the mark. This diagnostic is particularly relevant for businesses that have seen low adoption rates or unclear ROI following significant investments in AI features.
The ultimate goal of the assessment is to turn failed efforts into informed future strategies. By evaluating the integration and sustainability of AI products, MobiDev helps leadership teams replace guesswork with data-driven insights. This ensures that future innovation is built on a stronger foundation, avoiding the repeat of past mistakes.
"Too many AI initiatives fail quietly, leaving leadership teams with wasted budget, unclear lessons, and no reliable framework for what to do next," said Oleksii Ostroverkhyi, PhD, President at MobiDev. "This test helps executives take a step back, identify the real reasons an AI project did not succeed, and move forward with greater clarity and confidence."
MobiDev’s approach emphasizes that failure is often not a lack of ambition but a mismatch between goals and technical realities. With this new tool, the company aims to help enterprises navigate the complexities of AI development with a clearer understanding of the organizational and technical requirements for success.
About MobiDev
Founded in 2009, MobiDev is a software consulting & engineering company delivering custom web and mobile products, including AI-powered solutions. The company is incorporated in Atlanta (US) and London (UK), with R&D centers in Europe.
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