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Artificial Intelligence
& Machine Learning

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What is Artificial Intelligence?

Traditionally, organisations report and analyse historical and current data to gain insights and attempt to predict future trends. While this approach can be valuable, it often misses key information, is time-consuming, and results in relatively simple models.

Artificial Intelligence (or Machine Learning) employs advanced techniques to analyse vast quantities of data. Leveraging modern computing power, it identifies patterns, clusters and anomalies within your data.

This enables you to predict future trends and make more informed business decisions.

The proof is in the numbers...
91.5%

of leading businesses have ongoing investments in AI.

(Business Wire Report)

86%

of companies believe GenAI will alleviate security skills gaps and talent shortage.

(Splunk’s Report)

61%

of companies will likely use Machine Learning/and/or Artificial Intelligence in the next 12 months.

(Splunk’s Report)

what we can do

What are the capabilities of AI and Machine Learning?

There’s not much that it can’t do!

The following are a small number of example scenarios, we would customise each
Artificial Intelligence (AI) implementation to be bespoke to your data, your business, and your needs.

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Predicting Churn

Businesses can predict customer churn using historical data to identify at-risk customers, allowing you to tailor marketing strategies and improve retention efforts. By analysing past behaviour, businesses can proactively engage with customers, offering personalised incentives or solutions to prevent churn and foster long-term loyalty.

 

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Fraud Detection

Identify sales transaction outliers in real-time to quickly detect potentially fraudulent activity. Leveraging advanced analytics, businesses can pinpoint unusual patterns or anomalies in transaction data, enabling your team to respond to suspicious transactions faster. This helps safeguard against fraud, ensuring better protection for your organisation and customers.

 

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Social Media Analysis

Automate real-time analytics of social media and surveys to prioritise key posts, reviews, and feedback. Businesses can instantly track customer sentiment, identify trending topics, and highlight influential interactions. Quickly respond to customer needs, enhance brand reputation, and make data-driven decisions to improve engagement and satisfaction.

 

product

AI Agents

Agentic AI enhance both internal and external operations. Externally, they provide instant customer support, automate queries, and improve engagement. Internally, they streamline workflows, automate routine tasks, and assist employees with information. AI Agents save time, reduce costs, and boost efficiency.

 

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Custom AI/ML Model Development

Off-the-shelf AI rarely fits your data or your domain. We build models trained on your specific inputs, whether that’s classifying documents, detecting anomalies, or something entirely unique to your business. You get a solution that actually understands your world, not a generic one bolted onto it.

 

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AI Strategy & Consulting

Not sure where AI fits into your business or worried about where it doesn’t? We help you cut through the hype and build a clear, practical roadmap. From identifying your highest-value opportunities to assessing technical readiness, we give you the direction and confidence to invest wisely.

 

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AI-Powered Data Products

Your data is an asset. We help you turn it into something your customers or team can actually use. We design and build data products with AI at the core: smart dashboards, recommendation engines, intelligent search, and insight tools that keep getting better the more they’re used.

 

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Agentic / Automation Solutions

Some tasks are too complex for simple automation but too repetitive to keep handing to people. We build agentic AI systems that can reason, plan, and act therefore handling multi-step workflows, triaging inboxes, coordinating between tools, and making decisions within rules you define. Less toil, more throughput.

 

This is only a small sample of ML’s capability, showing the underlying concept that intelligent automation can significantly enhance the throughput of your team, focus your efforts and decision-making, reduce costs, and increase sales.

 

How can we invest in Artificial Intelligence & Machine Learning?
  1. Data gathering and cleaning: The first step—often the most time-consuming—is collecting and cleaning data. This is done through automated processes to ensure ongoing, real-time data collection.
  2. Collaboration and discovery: The Purple Frog team works closely with your organisation to identify key benefits, challenges, pain points and opportunities for growth.
  3. Machine Learning exploration: We explore various machine learning (ML) solutions and create proofs of concept to demonstrate the potential capabilities and value for your business.
  4. Deployment and access: Once refined for optimal performance, we deploy the solution to the cloud, allowing easy access to insights via tools like Power BI, Microsoft Excel, or other analytics platforms.

Ready to get started with AI & ML?

There’s more…

This small sample of Machine Learning (ML) and Artificial Intelligence (AI) demonstrates how intelligent automation can boost team productivity, streamline decision-making, cut costs, and increase sales.

If you have a problem to solve, Purple Frog Systems can provide the perfect AI solution. There is no limit.

 

Board-Level Guide to Data & AI Success

Created by Purple Frog Systems for GTIA (the Global Technology Industry Association), this practical guide is designed for board members and senior decision-makers who want a clear framework for responsible, high-impact data and AI adoption.

CONTACT

Let's work together

Ready to get started? Call 0845 643 6463 or fill in our form.

Purple Frog Systems Ltd
Quantum House
Hadley Park East
Telford
TF1 6QJ

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TESTIMONIALS

What our clients say
“

"Purple Frog enabled Liberty to rapidly implement a full Business Intelligence suite across our business; from the design of our Data Warehouse and Cubes through to the deployment of reports and KPI dashboards into our Sharepoint portal. Purple Frog remained professional and flexible throughout, understanding our requirements very quickly and surpassing all expectations. I had no hesitation in re-employing Purple Frog for the next phase of the project."

Alex Smith, Head of Management Information, Liberty Syndicates
“

"Target enlisted Purple Frog to assist in designing and building a new prototype data warehouse in SQL Server using SSIS and SSAS. The requirements included type 2, 3 & 6 slowly changing dimensions, OLAP cubes and deployment procedures to assist in managing our business model.

Purple Frog are professional and friendly. They have proved an excellent knowledge in both the technical design expertise to translate our requirements into a working solution and the software tools with which to build the solution. They have met the deadlines we agreed and were also amiable to slight movements in those deadlines.

We would have no reservations in recommending Purple Frog to other businesses with data warehousing requirements and would be happy to use Purple Frog again in the future."

Martyn Rogers, Project Manager, Target Group