AI Implementation
AI implementation is the work of putting AI models, such as large language models, to practical use inside a business, so that they take on real tasks in the systems people already use. Purple2 is a UK-based technology consultancy, working with clients around the world, that identifies where AI will do the most useful work for you and builds it into your workflows. It is for businesses that want measurable efficiency gains rather than a proof of concept that goes nowhere.
Book a Discovery CallWhat's included
Purple2 focuses on three areas. Workflow automation removes manual bottlenecks from operations, approvals and data processing. Decision support surfaces relevant insight from your data at the point where decisions are made. AI-assisted development helps your engineering team ship faster with fewer defects, using tools embedded in their workflow.
The work covers finding and prioritising use cases, designing and building the integration, evaluating quality and accuracy, putting sensible controls and human review in place, and handing over something your team can run. We work with LLMs including Claude and OpenAI models, and choose the model that suits the task rather than the one that is fashionable.
How an engagement works
We begin by looking at where time and effort are going in your business and which of those tasks AI could realistically improve. We then agree a small first use case with a clear measure of success, build it into the relevant system, and test it on real work before scaling it.
Throughout, we are explicit about what the model does well, where it can be wrong and how that is handled. Data protection, access and cost are considered in the design, not left until the end.
Who it's for
AI implementation with Purple2 suits businesses that have repetitive, information-heavy work, data that is hard to use at the point of decision, or engineering teams that want to ship faster. It is usually commissioned by an operations lead, CTO or CEO who wants a practical result and is sceptical of hype.
FAQ
AI Implementation: common questions
What AI work does Purple2 do?
Purple2 builds AI into existing business systems in three main areas: workflow automation, decision support, and AI-assisted software development. It works with large language models including Claude and OpenAI models.
How do we know where AI will help our business?
Purple2 starts by reviewing where time and effort go in your operations and data, then ranks possible use cases by value and feasibility. You are given an honest view, which sometimes means AI is not the right answer for a particular problem.
How does Purple2 handle accuracy and data protection?
Purple2 designs for them from the start, by testing quality on real examples, keeping humans in the loop where errors matter and limiting what data is shared with each model. The controls are agreed with you for each use case.
Do we need a large data science team to do this?
No. Most useful business AI work today builds on existing models through APIs rather than training new ones. Purple2 delivers the engineering and integration, and shows your team how to run and improve it.
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Tell us where you're stuck or where you want to go. A 30-minute discovery call is free, straightforward, and comes with no obligation — just a clear picture of what's possible.