Prescriptive analytics has become a driving force in modern business transformation, enabling organizations not just to understand what happened or predict what might happen, but to determine the best course of action. In an era where agility and efficiency define competitiveness, prescriptive solutions give leaders clear strategies backed by data-driven recommendations.
The best prescriptive analytics companies in the UK combine expertise in data science, machine learning, and optimization models. By leveraging advanced techniques such as simulation, mathematical modeling, and scenario planning, these firms help businesses move from insights to actions. Beyond forecasting, prescriptive analytics integrates seamlessly with operational systems, ensuring that recommended decisions are practical, scalable, and aligned with business objectives.
1. A-listware
We build and manage software development teams that integrate directly into our clients’ existing processes and deliver across web, mobile, desktop, and cloud platforms. Our work spans consulting, custom development, application services, testing, and ongoing support, always with an emphasis on security, communication, and seamless integration with current tools.
In the UK, we’ve seen a growing demand for prescriptive analytics as organisations look for data-driven ways to optimise decisions. That’s why our capability set includes data engineering, advanced analytics, and machine learning. We also provide cloud services and DevOps, ensuring prescriptive models can be deployed into production and maintained with long-term stability.
Our teams support end-to-end delivery-from planning and migration to day-to-day management and help desk coverage. With flexible engagement models like outsourcing and team augmentation, we adapt to projects of different scales. Industry experience spans finance, healthcare, retail, telecom, transport, and construction, giving us insight into how prescriptive analytics can create measurable impact across multiple UK sectors.
Key Highlights:
- Team augmentation and dedicated development teams in the UK
- Integration with client operations and communication flows
- Full-cycle coverage: consulting, implementation, migration, and support
- Data analytics, machine learning, and prescriptive intelligence platforms
- Cloud solutions, DevOps, and test automation for stable deployments
- Strong focus on information security and IP protection
- Experience across enterprise, SMB, and startup contexts
- Work in finance, healthcare, retail, telecom, logistics, and construction
Services:
- Custom software development and product engineering
- Application services and legacy modernization
- Data analytics, machine learning, and RPA
- Cloud application development and infrastructure services
- UI/UX design and frontend engineering
- Testing, QA, and test automation
- IT consulting and managed IT services
- Help desk and customer support
- Cybersecurity services and secure coding practices
Contact Information:
- Website: a-listware.com
- Email: info@a-listware.com
- Facebook: www.facebook.com/alistware
- LinkedIn: www.linkedin.com/company/a-listware
- Address: St. Leonards-On-Sea, TN37 7TA, UK
- Phone Number: +44 (0)142 439 01 40
2. Lone Star Analysis
Lone Star Analysis delivers both predictive and prescriptive analytics to help organizations make decisions in environments where risk and uncertainty are high. Their methods bring together guided AI with advanced simulation, giving businesses the tools to improve asset performance, control operating costs, and maintain safety in critical sectors like aviation, energy, and oil and gas.
The company also invests in training programs and crew resource management, aimed at industries where coordination and safety are central. Alongside these, Lone Star develops solutions for competitive analysis, pricing optimization, and operational risk management-making their portfolio broader than pure analytics alone.
Key Highlights:
- Predictive and prescriptive analytics for decision-making
- Focus on operational optimisation and asset performance
- Crew resource management adapted for oil and gas operations
- Integration of analytics with engineering and system solutions
- Competitive analytics and pricing strategies
- Experience across industrial and high-risk sectors
Services:
- Operational optimisation solutions
- Predictive and prescriptive analytics platforms
- Crew resource management and leadership training
- System engineering and integration support
- Competitive analytics and pricing models
- Cyber and information assurance services
Contact Information:
- Website: lone-star.uk
- Address: Alchemy Building Science and Innovation Park Poplar Avenue LINCOLN LN6 7DJ
- Phone Number: +44 (0)1522776232
- Email: info@lone-star.uk
3. Alchera Data Technologies
Alchera develops tools for mobility and transport networks with an emphasis on data-driven insights. Its platforms connect real-time and historical data, giving transport authorities and consultancies the ability to plan, monitor, and evaluate operations more effectively. Solutions are tailored for local authorities, bus networks, and highway management, with flexibility to adapt to both strategic and operational use cases.
The technology is designed to support evidence-based decision-making by combining analytics with clear reporting and code/no-code options for exploration. This structure enables planners and operators to evaluate traffic patterns, identify capacity issues, and adjust services. By applying prescriptive analytics within mobility contexts, the platform addresses the need for resilient and efficient infrastructure management.
Key Highlights:
- Real-time and historical data integration for mobility planning
- Platforms for bus services, highways, and multi-modal transport
- Code and no-code options for analytics and reporting
- Applications in local government and national transport networks
- Use cases include monitoring, evaluation, and operational planning
Services:
- Alchera Data Hub for transport planning and evaluation
- Bus network analysis and service optimisation
- Highway network planning and maintenance support
- Real-time reporting and monitoring tools
- Consultancy support for transport authorities and contractors
Contact Information:
- Website: www.alcheratechnologies.com
- LinkedIn: www.linkedin.com/company/alchera-technologies
- Phone Number: +44 740 111 5433
- Email: hello@alcheratechnologies.com
4. Simudyne
Simudyne provides enterprise simulation software designed to model complex systems, with particular focus on financial services. The platform applies agent-based modeling to test large numbers of scenarios in a safe virtual environment, allowing institutions to study outcomes across markets, compliance, and risk. This approach supports decision-makers in managing uncertainty without direct exposure to operational or financial risk.
Beyond finance, the simulation framework is adaptable to different industries that require a detailed understanding of systemic behaviour. The software includes a library of code for common and specialised functions, enabling users to construct models with scale and efficiency. By bridging theoretical design with practical application, Simudyne demonstrates how prescriptive analytics can move beyond traditional data analysis into advanced simulation.
Key Highlights:
- Enterprise-grade simulation for financial services and beyond
- Agent-based modeling to explore systemic interactions
- Scalable and secure simulation framework
- Focus on risk management, compliance, and market modelling
- Tools for regulators, policy makers, and large institutions
Services:
- Simulation technology for financial institutions
- Agent-based modeling for capital markets and policy use cases
- Risk and compliance scenario testing
- Market execution and financial crime detection solutions
- Customisable simulation libraries for enterprise deployment
Contact Information:
- Website: simudyne.com
- LinkedIn: www.linkedin.com/company/simudyne
- Address: ST MICHAEL’S ALLEY, London, EC3V 9DS
- Twitter: x.com/simudyne
- Email: info@simudyne.com
5. GlobalData
GlobalData provides intelligence and analytics across a wide range of industries, combining data collection, research, and consulting services in one platform. The approach integrates proprietary data with expert analysis and workflow tools, supporting decision-making for organisations dealing with large-scale markets and strategic planning. Coverage spans major industries such as healthcare, technology, energy, finance, and consumer goods, with insights tailored for different professional roles.
The platform combines structured datasets, industry research, and analytical tools that can be adapted to specific business needs. Beyond raw information, it also provides workflow features for tracking, visualisation, and forecasting. This combination is designed to help decision-makers gain a broader view of market dynamics and assess potential strategies with prescriptive and predictive techniques.
Key Highlights:
- Integrated platform combining data, research, and workflow tools
- Industry coverage across global sectors including healthcare and energy
- Insights designed for different professional roles and functions
- Focus on data-driven analysis for strategic decisions
- Blend of proprietary data and expert interpretation
Services:
- Market and industry intelligence reports
- Customisable analytics and forecasting tools
- Consulting and advisory services
- Workflow support for strategic planning
- Access to research, datasets, and visualisation tools
Contact Information:
- Website: www.globaldata.com
- Address: John Carpenter House, John Carpenter Street, London, EC4Y 0AN, UK
6. Matrix Bricks
Matrix Bricks works across digital transformation, engineering, and marketing, offering services that link product development with cloud, data, and automation. The company’s scope includes software lifecycle management, app modernisation, integration, and infrastructure security. Alongside technical delivery, the portfolio also covers marketing services such as SEO, SEM, social media management, and reputation monitoring, combining technology and communication functions under one framework.
The focus on prescriptive and predictive analytics appears in its data engineering and artificial intelligence services. Solutions include data strategy, data operations, machine learning, and generative AI, which are used to align business goals with actionable insights. Support for DevOps, SecOps, FinOps, and MLOps adds structure to how these technologies are deployed and maintained. By combining consulting with engineering and cloud solutions, the company provides a broad environment for scaling and maintaining digital systems.
Key Highlights:
- Digital transformation and product engineering across full lifecycle
- Data engineering, strategy, and analytics consulting
- Artificial intelligence and automation, including generative AI
- Security services covering cloud, infrastructure, and compliance
- Marketing services such as SEO, SEM, and social media campaigns
- Experience across healthcare, transport, eCommerce, finance, and education sectors
Services:
- Product engineering and custom software development
- Cloud consulting, migration, and managed services
- Artificial intelligence, machine learning, and chatbot development
- Business process automation and robotic process automation
- Cybersecurity, penetration testing, and compliance assessment
- Data engineering, analytics, and operational support
- UI/UX design and website development
- Digital marketing, SEO, SEM, and online reputation management
Contact Information:
- Website: www.matrixbricks.com
- LinkedIn: www.linkedin.com/company/matrix-bricks-infotech
- Phone Number: +44 20 3290 9666
- Facebook: www.facebook.com/MatrixBricksIndia
- Twitter: x.com/MatrixBricks
- Instagram: www.instagram.com/matrixbricksinfotech
- Email: info@matrixbricks.com
7. Dun & Bradstreet
Dun & Bradstreet provides business data and analytics that support decision-making across growth, risk, and performance management. The company maintains one of the most comprehensive B2B data resources, covering hundreds of millions of organisations worldwide. Its solutions are applied to credit assessment, compliance, sales and marketing alignment, and enterprise data management. By integrating predictive models and scoring systems, the services help organisations evaluate partners, suppliers, and prospects with greater confidence.
In the UK, Dun & Bradstreet is authorised and regulated for providing credit references and holds multiple ISO certifications for management systems. Its portfolio addresses needs from small businesses seeking growth support to large enterprises managing global risk exposure. Through the Data Cloud platform and associated tools, the company combines data enrichment, workflow integration, and predictive analytics to improve efficiency and strategic clarity.
Key Highlights:
- Comprehensive global database of organisations and consumers
- Predictive ratings, scores, and models for decision-making
- Coverage of enterprise, SMB, and public sector requirements
- ISO-certified management systems in the UK
- Services aligned with risk, compliance, and growth strategies
Services:
- Business credit and risk assessment
- Data management and enrichment solutions
- Sales and marketing alignment tools
- Predictive ratings and scoring models
- Market and industry intelligence reports
- Public sector and enterprise solutions for compliance and risk
Contact Information:
- Website: www.dnb.co.uk
- LinkedIn: www.linkedin.com/company/dun-&-bradstreet
- Phone Number: +441628492000
- Facebook: www.facebook.com/DunBradstreet
- Twitter: www.x.com/DunBradstreet
8. Digital Marketplace
Digital Marketplace is a UK government platform that connects public sector buyers with suppliers of digital services and technology. It provides a structured environment where suppliers can apply to sell through frameworks such as G-Cloud, Digital Outcomes and Specialists (DOS), and Crown Hosting. Buyers use the platform to compare, shortlist, and procure services ranging from software and cloud hosting to consultancy and support.
The service is managed by the Government Digital Service (GDS) and Crown Commercial Service (CCS). Suppliers register on the central platform to participate in tenders, while buyers gain access to supplier catalogues and contract award tools. By centralising processes, Digital Marketplace simplifies procurement, improves transparency, and ensures that public sector organisations can access a wide range of pre-approved technology providers.
Key Highlights:
- UK government platform for digital procurement
- Supports frameworks such as G-Cloud, DOS, and Crown Hosting
- Central registration process for suppliers
- Buyers can create lists, compare offers, and award contracts
- Managed by GDS and CCS to ensure transparency
Services:
- Procurement of cloud hosting, software, and digital services
- Access to supplier catalogues under G-Cloud and DOS frameworks
- Contract award and supplier management tools
- Guidance for public sector buyers and suppliers
- Sales reporting and framework compliance support
Contact Information:
- Website: www.applytosupply.digitalmarketplace.service.gov.uk
- LinkedIn: www.linkedin.com/company/government-procurement-service
- Phone Number: 0345 410 2222
- Twitter: x.com/gov_procurement
- Email: info@crowncommercial.gov.uk
9. Lantek
Lantek provides software for sheet metal manufacturers, covering CAD/CAM nesting, manufacturing execution, quoting, ERP, and data integration. Focusing on prescriptive analytics in production planning and shop floor control, the toolset brings machine programs, schedules, and material usage into one environment so decisions can be made with current constraints in mind. Analytical Intelligence links operational data with planning logic, helping teams adjust routes, balance loads, and reduce rework across mixed machine parks.
Integration options align with different manufacturing models and sectors across metal fabrication. Data from lasers, plasma, water jet, punch, and combination machines feeds into nesting and MES workflows, while platform connectors handle ERP and other business systems. The result is a practical layer for continuous improvement where recommendations can be actioned directly in daily operations.
Key Highlights:
- CAD/CAM nesting for 2D, 3D, tubes, and beams
- Manufacturing execution with scheduling and tracking
- Quoting and ERP modules aligned to fabrication workflows
- Analytical Intelligence for production and material decisions
- Integration with shop floor machines and business systems
Services:
- Software deployment and configuration for CAD/CAM, MES, and ERP
- Data and platforms integration for factory systems
- Consulting for model setup and process alignment
- Support and training for production teams
Contact Information:
- Website: www.lantek.com
- LinkedIn: www.linkedin.com/company/lantek
- Address: Malvern Hills Science Park Geraldine Road Malvern, Worcestershire WR14 3SZ
- Phone Number: +44 (0) 1684 472100
- Facebook: www.facebook.com/LantekSheetMetalSolutions
- Twitter: x.com/lanteksms
- Email: info.usa@lanteksms.com
10. Varistha
Varistha is a Cheltenham-based software development company offering bespoke digital solutions for organisations ranging from small businesses to multinational enterprises. The portfolio includes custom software, website and ecommerce development, mobile applications, and data-driven platforms. A notable product line consists of vSell for ecommerce, vChannel for multi-channel integration, vQuote for insurance, vUnderwrite for medical underwriting, and vRisk for risk assessment. These tools are designed to automate processes, improve efficiency, and provide scalable solutions that adapt to diverse business models.
The company places a strong emphasis on analytics and artificial intelligence, with services in data architecture, predictive modeling, and business intelligence. Capabilities span BI dashboards, data engineering, cloud analytics, and machine learning solutions built with technologies such as Python, R, and Tableau. By linking development with analytics and AI, Varistha enables clients to manage operations more intelligently and base decisions on structured data insights.
Key Highlights:
- Bespoke software development for web and mobile platforms
- Product suite including ecommerce, underwriting, and risk tools
- Data analytics and AI/ML services for predictive insights
- Experience with BI, data warehousing, and visualisation
- Clients across Europe, the Middle East, and Asia
- Established in 2011 with a track record in digital transformation
Services:
- Custom software development and outsourcing
- Website and ecommerce development
- Price comparison website design and support
- Mobile app development across platforms
- Data analytics, predictive modeling, and machine learning
- Business intelligence solutions including dashboards and reporting
- AI-driven data architecture and cloud solutions
Contact Information:
- Website: www.varistha.co.uk
- LinkedIn: www.linkedin.com/company/varistha-limited
- Address: 5:17 Clockwise Offices, Festival House, Jessop Avenue, Cheltenham, Gloucestershire, GL50 3SH
- Phone Number: 01242 221848
- Facebook: www.facebook.com/VaristhaLimited
- Twitter: x.com/varisthasoft
- Email: sales@varistha.co.uk
11. Onyx Data
Onyx Data is a UK-based consultancy focused on analytics, artificial intelligence, and Microsoft ecosystem solutions. The company specialises in helping organisations adopt and optimise Microsoft Fabric, Power BI, and Azure, with projects ranging from quick adoption assessments to full-scale data strategy transformations. Services are structured to cover both technical integration and business enablement, including workshops, governance, and performance improvements.
Prescriptive analytics is supported through advanced model development, predictive solutions, and integration into existing platforms. Engagements are designed to deliver measurable outcomes such as latency reduction, improved reporting, and higher ROI from data investments. With offerings that span training, ongoing support retainers, and executive workshops, Onyx Data provides a balance of technical delivery and knowledge transfer to build long-term data capability.
Key Highlights:
- Specialisation in Microsoft Fabric, Power BI, and Azure
- Expertise led by recognised Microsoft MVPs
- Focus on predictive and prescriptive analytics integration
- Consulting framework for rapid, low-risk AI adoption
- Training and upskilling for sustainable data maturity
- Experience across finance, retail, property, automotive, and maritime sectors
Services:
- Power BI adoption, governance, and performance workshops
- Advanced analytics and AI package with predictive models
- Bespoke AI and data strategy transformation services
- Data analytics support retainers for ongoing optimisation
- Executive workshops introducing AI concepts and industry use cases
- Training for both technical teams and business users
Contact Information:
- Website: onyxdata.co.uk
- LinkedIn: www.linkedin.com/company/onyxdata
- Address: 16 Upper Woburn Place, London, Greater London, WC1H 0AF, United Kingdom
- Phone Number: +44 204 534 7858
- Facebook: www.facebook.com/OnyxData
- Twitter: x.com/OnyxData
- Instagram: www.instagram.com/onyxdata
- Email: contact@onyxdata.co.uk
Conclusion
Prescriptive analytics has moved far beyond being a niche tool reserved for data scientists. Today it is woven into the daily operations of businesses across finance, manufacturing, transport, government, and even marketing. The companies highlighted here all bring their own angle: some rely heavily on advanced simulations and modeling, while others concentrate on streamlining day-to-day workflows or tackling operational challenges head-on.
What unites them is a shared goal – to help organisations act on their data instead of just interpreting it. The real value lies in turning insights into practical steps: trimming production costs, reacting quickly to changes in the market, or building long-term strategies with greater certainty. In this sense, prescriptive analytics isn’t just another layer of analysis; it is the link between information and decisive action, the point where numbers start to shape measurable outcomes.
