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Discover
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!
There is a limit to what anyone can know without spending real time inside your business. It's worth taking a little bit of time for us to make sure we truly understand what you are about, and where your biggest pains or opportunities stem from. A Strategic Assessment is one way to do this, so the plan and the price are based on how your firm actually works. As they allegedly say in medicine: prescription before diagnosis is malpractice.
Say so. We split it into smaller, separate projects that pay back faster, and you choose where to start.
If you have not started a major migration, it often helps to wait a few weeks. We map and protect your existing data first, so history is not lost, and then you can migrate. The worst is when we start work while things are happening behind the scenes, and suddenly key pieces of information are mysteriously disappearing.
No. The early projects are the first pieces of that larger system and fold into it.