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Identify stakeholders, investigate issues, frame problems, understand use cases, gather requirements, interview business leaders and tactical and technical experts, research benchmarks and best practices.

Our Unique Approach to Agile Software Development Processes applied to Data Engineering and AI Projects
Software development projects, especially data-intensive ones like machine learning, suffer from a high level of uncertainty as requirements and priorities tend to change frequently as more information becomes available. For this reason the field has adopted a collection of approaches known as Agile software development methodologies as an industry best practice.
Through several years of trial and error, Acorn has developed its own approach to Agile methodologies for the specialty that is addressing the needs of existing services-based businesses.
Acorn works with clients in iterative cycles, with individual cycles referred to as a “Sprint” or “Sprint Cycle.” Part of our onboarding process is to establish who will play what role in the partnership's success. Typical roles include:

Our process is a meticulous journey, beginning with in-depth data analysis. We delve into your unique data landscape, uncovering key insights. Next, we transition these insights into actionable strategies, tailoring solutions to meet your specific business objectives. Throughout this journey, we ensure continuous collaboration and transparency, keeping you informed and involved at every step.
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Identify stakeholders, investigate issues, frame problems, understand use cases, gather requirements, interview business leaders and tactical and technical experts, research benchmarks and best practices.
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Perform analysis of data, create wireframes and prototypes of possible solutions, and design mockups or interaction flows, and propose plans to get from the current state to the desired future state.
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Scale the work from the Design phase into more ubiquitous and scalable solutions using realistic real-world components and production-ready systems. This is the fun part where code is written and dreams come to life.
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Deploy solutions into production, operationalize, transfer competency to your internal team, and move into maintenance mode with or without the Acorn team. This is when we put your vision out into the world!