Mind the gap: Bridging from Sandbox to Scale
AI adoption is accelerating, but scaling it is another story.
For senior technology leaders, the question is no longer if AI can deliver value, but how to transition promising Proofs of Concept from the controlled “sandbox” into resilient, production-ready systems that generate measurable impact.
Despite significant investment in Generative and Agentic AI, many initiatives stall at the same point, caught between technical feasibility and operational reality. The real blockers are often organisational, cultural, and strategic rather than purely technical.
This new report, based on an industry-wide survey of technology leaders, uncovers what is really holding AI projects back and how to close the production-readiness gap. You will gain data-driven insights and practical recommendations to help your teams move from experimentation to execution with confidence.
Download the report to explore:
- The key organisational barriers preventing successful AI scaling
- How leaders are tackling technical debt and governance challenges
- Proven strategies for moving from PoC to production
- Insights from Ten10 and The Scale Factory’s real-world AI experiences
About Ten10 and The Scale Factory
Ten10 is a leading technology consultancy that helps organisations thrive in a rapidly evolving digital landscape. With deep expertise in cloud computing, automation, and quality engineering, the company enables digital transformation through tailored strategies that align with each client’s goals. By accelerating delivery, strengthening teams, and driving lasting product adoption, Ten10 supports innovation at scale and sustainable success.
The Scale Factory, an integral part of Ten10, specialises in AWS technologies and the design of scalable, secure, and efficient cloud environments. Together, Ten10 and The Scale Factory combine expertise in automation, quality engineering, and cloud solutions to deliver systems that meet immediate business needs while ensuring long-term agility and performance.
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