AI Agentic architecture Operational enhancement Automation Intelligence
Woven by Onepoint
From strategy to scale
Weave AI into your organisation with confidence
AI is no longer optional — it’s essential. But weaving AI into the fabric of your organisation requires more than just tools or pilots. It demands a clear strategy, robust architecture, and a proven approach to scaling solutions that deliver real business value.
Weaved by Onepoint is our umbrella proposition for AI consulting and delivery. From early-stage ideas to enterprise-grade AI solutions, we help you weave AI into your organisation’s DNA — creating measurable outcomes, not just experiments.
Built on
Five key differentiators
Our architecture heritage
Two decades of enterprise architecture practice results in interoperable, scalable, secure solutions designed for real constraints. Pilots become platforms, not throwaways.
Trusted advisors to senior leaders
Independent, experience‑led counsel from boardroom to backlog, turning strategy into funded roadmaps and keeping delivery accountable — trusted by organisations like Flight Centre, Lightsource bp, Meggitt, and Moto Hospitality.
Outcome-focused
We prioritise measurable business value over hype. We bring a business consultancy’s mindset of value creation with a technology specialist’s ability to weave technical innovation that realises business opportunities.
Proven methods and toolkits
Reusable frameworks, playbooks, and accelerators cut time‑to‑value and leave assets your teams can reuse — speed up delivery, standardise good practice across teams, and create assets you can lift‑and‑shift to the next project.
Blend of skills and capabilities
Onshore and offshore cross‑functional teams (strategy, product, architecture, data / AI, engineering, DevOps) co‑create with you, shipping value while upskilling your people.
What’s included in Weaved by Onepoint
Weaved by Onepoint ties together all our AI consulting and delivery offerings into a seamless lifecycle approach.
Define your AI vision, prioritise use cases, and align stakeholders
AI Strategy by Onepoint helps organisations define their AI vision and align it with business goals. We work with you to identify high-value use cases, assess risks, and create a roadmap for success.
Whether you’re just starting with AI or looking to scale, our strategy services ensure you focus on what matters most — delivering measurable outcomes and building stakeholder confidence.
Perfect for organisations that
- Are exploring AI but lack a clear vision or roadmap.
- Need to align business and technology teams on AI priorities.
- Want to focus on high-value use cases with measurable outcomes.
- Operate in regulated industries and require a risk-aware approach.
Example use cases
- Define an AI strategy for a retail organisation to improve customer experience and optimise supply chains.
- Prioritise AI use cases for a financial services firm, balancing innovation with compliance.
- Align stakeholders on an AI roadmap for a manufacturing company adopting predictive maintenance.
Design scalable, secure, and future-ready AI systems
AI Architecture by Onepoint ensures your AI solutions are built on a solid foundation. We design scalable, secure, and future-ready architectures that integrate seamlessly with your existing systems.
From data pipelines to model deployment, we ensure your AI initiatives are enterprise-grade, compliant, and ready to scale.
Perfect for organisations that
- Need to modernise their infrastructure to support AI initiatives.
- Require secure, compliant architectures for regulated industries.
- Want to integrate AI seamlessly into existing systems and workflows.
- Are scaling AI solutions across teams, regions, or use cases.
Example use cases
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Rapidly validate ideas with measurable outcomes in 4–6 weeks.
AI Proof of Value by Onepoint helps you validate AI use cases in just 4–6 weeks. Using our proven methods like Onepoint Valuepath and accelerators, we deliver a working solution with measurable outcomes and a clear path to scale.
Whether you’re exploring AI for the first time or testing a new use case, our approach reduces risk and accelerates time-to-value.
Perfect for organisations that
- Want to test AI use cases before scaling.
- Need to demonstrate value to stakeholders quickly.
- Are exploring AI for the first time and want a low-risk starting point.
- Operate in fast-moving industries where speed is critical.
Example use cases
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Develop tailored AI solutions that integrate with your business
AI Build by Onepoint delivers tailored AI solutions that solve your unique business challenges.
From data preparation to model development and deployment, we ensure your AI solutions are aligned with your goals, integrate seamlessly with your systems, and deliver measurable outcomes.
Perfect for organisations that
- Need AI solutions tailored to their specific challenges.
- Want to integrate AI into existing systems and workflows.
- Operate in regulated industries and require compliant solutions.
- Are scaling AI across teams, regions, or use cases.
Example use cases
- Use AI to increase software engineering / coding productivity for a manufacturing company.
- Build a personalised recommendation engine for an e-commerce platform.
- Develop an AI-driven quality control solution for a manufacturing company.
- Create a predictive maintenance model for an energy provider.
Operationalise and scale AI across teams, regions, and use cases
AI Scaling by Onepoint helps you move from isolated pilots to enterprise-grade AI solutions.
We create reusable patterns, embed governance, and ensure your AI solutions are scalable, secure, and adopted across your organisation.
Perfect for organisations that
- Want to scale successful AI pilots across the enterprise.
- Need to embed governance and compliance into AI solutions.
- Operate in regulated industries and require auditable solutions.
- Are building a centralised AI capability for the organisation.
Example use cases
- Scale a fraud detection model across multiple regions for a financial services firm.
- Expand a predictive maintenance solution across a global manufacturing network.
- Operationalise an AI-driven customer support chatbot for a telecom provider.
Ensure ongoing performance, governance, and continuous improvement
AI Managed by Onepoint provides ongoing support to ensure your AI solutions deliver consistent value.
We monitor performance, embed governance, and continuously improve your solutions to keep them aligned with your business goals and evolving needs.
Perfect for organisations that
- Need ongoing support for AI solutions.
- Operate in regulated industries and require continuous compliance.
- Want to ensure AI solutions evolve with their business.
- Value proactive monitoring and issue resolution.
Example use cases
- Monitor and optimise a fraud detection model for a financial services firm.
- Ensure compliance for an AI-driven customer support chatbot in a regulated industry.
- Continuously improve a recommendation engine for an e-commerce platform.
Who it’s for
- Business leaders — Looking to align AI initiatives with strategic goals and measurable outcomes.
- Technology leaders — Seeking scalable, secure AI architectures that integrate seamlessly with existing systems.
- Innovation teams — Needing a proven partner to accelerate proofs-of-value and scale successful pilots.
- Regulated industries — Requiring explainable, auditable AI solutions aligned to compliance standards.
How we work together
- Discover and prioritise — We start by understanding your business goals, challenges, and opportunities. Together, we identify high-value use cases and create a roadmap for success.
- Prove value quickly — Using our proven methods and accelerators, we deliver a working proof-of-value in 4–6 weeks—complete with measurable outcomes and reusable components.
- Build and scale — We develop tailored AI solutions that integrate with your systems and scale across teams, regions, and use cases.
- Manage and optimise — Post-launch, we provide ongoing support to ensure your AI solutions deliver consistent value, remain compliant, and evolve with your business.
Why choose Weaved by Onepoint?
- End-to-end expertise — From strategy to scaling, we cover the entire AI lifecycle.
- Outcome-focused — We prioritise measurable business value over hype.
- Proven methods — Our frameworks and toolkits accelerate delivery and reduce risk.
- Enterprise-grade — Scalable, secure, and compliant solutions built for your business.
- Trusted partner — 20 years of experience working with senior leaders at innovative organisations.
Example starting points
- AI Strategy — Define your AI vision and prioritise use cases with a 10-day opportunity scan.
- AI Proof of Value — Validate a high-value use case in 4–6 weeks with measurable outcomes.
- AI Scaling — Operationalise a successful pilot across teams and regions with governance built-in.
- AI Managed — Ensure ongoing performance and compliance with managed AI services.
Frequently asked questions
What is Weaved by Onepoint?
Weaved by Onepoint is our comprehensive AI consulting and delivery proposition. It helps organisations weave AI into their business, from strategy and architecture to proofs-of-value, scaling, and ongoing management. We focus on delivering measurable outcomes by combining our architecture expertise, trusted advisory experience, and proven methods.
What services are included in Weaved by Onepoint?
Weaved by Onepoint covers the entire AI lifecycle:
- AI Strategy — Define your AI vision, prioritise use cases, and align stakeholders.
- AI Architecture — Design scalable, secure, and future-ready AI systems.
- AI Proof of Value — Rapidly validate ideas with measurable outcomes in 4–6 weeks.
- AI Build — Develop tailored AI solutions that integrate with your business.
- AI Scaling — Operationalise and scale AI across teams, regions, and use cases.
- AI Managed — Ensure ongoing performance, governance, and continuous improvement.
How is Weaved by Onepoint different from other AI consulting services?
Weaved by Onepoint stands out because of our:
- Architecture heritage: 20 years of experience designing enterprise-grade systems.
- Trusted advisory: Proven track record of working with senior leaders at innovative organisations like Flight Centre, Lightsource bp, Meggitt, and Moto Hospitality.
- Proven methods: Frameworks, toolkits, and accelerators that reduce risk and accelerate time-to-value.
- Outcome focus: We prioritise measurable business value over hype.
Can you help us scale AI beyond pilots?
Yes. Scaling AI is a core part of Weaved by Onepoint. We help you move from isolated proofs-of-value to enterprise-grade AI solutions by:
- Designing scalable architectures.
- Embedding governance and compliance.
- Creating reusable patterns and playbooks.
- Supporting adoption across teams and regions.
How fast can we see results?
With our proven methods and accelerators, we can deliver a working proof-of-value in as little as 4–6 weeks. This includes measurable outcomes, reusable components, and a clear path to scale.
What industries does Weaved by Onepoint support?
We work across a wide range of industries, including:
- Financial services
- Retail and hospitality
- Energy and utilities
- Manufacturing and aerospace
- Public sector and regulated industries
Our approach is tailored to your industry’s specific challenges, compliance requirements, and opportunities.
How do you ensure AI solutions are compliant and explainable?
Governance and explainability are built into every stage of our process. We:
- Align solutions to your policies, standards, and risk appetite.
- Use explainable AI techniques to provide transparent, auditable outputs.
- Embed compliance controls for regulated industries.
- Provide documentation and training to ensure ongoing accountability.
Can you customise your approach to our organisation?
Absolutely. While we use proven frameworks and accelerators to speed up delivery, everything we do is tailored to your organisation’s goals, data, policies, and systems. We work closely with your teams to ensure the solution fits your unique needs.
What’s the difference between Weaved by Onepoint and Accelerated by Onepoint?
- Weaved by Onepoint focuses on consulting and delivery—helping you weave AI into your organisation through strategy, architecture, proofs-of-value, scaling, and management.
- Accelerated by Onepoint focuses on reusable accelerators—platforms, toolkits, frameworks, and methods that speed up AI innovation and delivery.
Together, they provide a complete solution for AI adoption, from strategy to execution.
What’s the first step to get started?
We recommend starting with one of the following:
- AI Opportunity Scan — A 10-day engagement to identify and prioritise high-value use cases.
- Proof of Value — A 4–6 week project to validate a specific use case with measurable outcomes.
- AI Strategy Workshop — A focused session to align stakeholders and define your AI vision.
But the first step is to have a conversation with one of our experts.
Book a 60-minute Discovery Call.
How do I know if Weaved by Onepoint is right for us?
A proof-of-value engagement typically includes:
- A clear value hypothesis and success metrics.
- Rapid development of a working solution using relevant accelerators.
- Measurable outcomes and reusable components.
- A roadmap for scaling the solution across your organisation.
What’s included in a proof-of-value engagement?
A proof-of-value engagement typically includes:
- A clear value hypothesis and success metrics.
- Rapid development of a working solution using relevant accelerators.
- Measurable outcomes and reusable components.
- A roadmap for scaling the solution across your organisation.
How do you handle data privacy, security, and deployment options?
We understand that every organisation has unique requirements for data privacy and security. That’s why we work with whatever deployment model fits your needs:
- On-premise — For organisations that require full control over their data and infrastructure.
- Private cloud — For those who want the flexibility of cloud computing with the security of a dedicated environment.
- Public cloud — For organisations prioritising scalability and cost-efficiency.
- Hybrid models — Combining on-premise and cloud environments for maximum flexibility.
Our solutions are designed to align with your data governance policies, ensuring compliance with regulations like GDPR, PCI, or industry-specific standards. We also minimise data exposure by working within your secure environments and embedding controls for transparency and auditability.
