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Outcomes - AI Strategy & Implementation

Cut through the AI noise. Get a strategy that actually makes sense for your business.

Everyone is talking about AI. We help you figure out what it means for your organisation specifically - where it creates real value, where it does not, and what a practical path forward looks like.

The AI landscape can feel overwhelming. There is no shortage of vendors, tools and opinions - but very little that helps you answer the questions that actually matter: Where should we start? What will it cost? What do we need first? What are the risks and opportunities? Most organisations beginning their AI journey do not need more information about AI. They need someone to help them make sense of it in their own context and deliver.

AI Strategy

We work with organisations to move them from curiosity to clarity, and with more mature organisations to deliver value. That means cutting through hype, grounding AI in your business context, and producing a roadmap your leadership team can get behind. No vendor agenda. No one-size-fits-all frameworks. An honest, practical strategy built around your goals, your data and your people.

 

  • AI opportunity assessment and prioritisation

  • Current-state data and capability audit

  • AI use case identification and business case development

  • Roadmap design with phased investment view

  • AI governance and risk framework

  • Board and executive-ready strategy documentation

  • Change readiness, training needs and organisational impact assessment

  • Vendor and platform selection guidance

  • AI implementation - from strategy to production

  • Agentic AI design and implementation

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Find out in 60 minutes how ready your organisation really is for AI.

Most readiness assessments are either too focused on technology to be useful at leadership level, or too lengthy to get the C-suite in the room. Our workshop is different. In a single, focused hour with your executive team, we assess readiness across six dimensions that together determine whether AI investments will succeed or stall. You walk away with a clear view of your strengths, your gaps, and a prioritised starting point for action.

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Our 4-week PoC demonstrated instant commercial impact, cutting manual effort and improving consistency across lease audits from day one. With a scalable, enterprise-ready design already in place, the firm is positioned to expand rapidly across new document types and frameworks.

Peter Hopwood

Director of Consulting Services, One51 Consulting

Not sure where AI fits in your business?

Talking to our team of specialists is a great place to start.

Frequently Asked Questions

AI Strategy and Implementation

How long does an AI strategy engagement take?

A focused AI strategy engagement typically runs 4 to 6 weeks. An AI Readiness Workshop takes 60 minutes. Implementation timelines depend on the specific use cases selected.

What is an AI strategy and why does my organisation need one?

An AI strategy is a practical, sequenced plan defining where AI creates genuine value, what capabilities and data foundations are required, and how investment should be sequenced. Without one, organisations tend to invest in experiments that do not scale.

Can One51 help with AI for a specific business function?

Yes. Some organisations start with a focused AI use case in a specific function - for example, lease audit automation for finance, demand forecasting for supply chain, customer segmentation for marketing. We scope AI engagements at the function level and expand from there.

What industries does One51 deliver AI strategy for?

Energy and utilities, property and real estate, retail and QSR, and government. Our AI capability is sector-grounded - we understand the specific use cases, regulatory constraints and data environments for each industry.

What does One51's AI Readiness Workshop involve?

A 60-minute facilitated session with your C-suite and senior leadership. We assess your organisation across six dimensions - strategy, data and technology, people and skills, governance and trust, operating model, and use case value. You receive a readiness profile, critical gap analysis, and prioritised recommendations.

How does One51 ensure AI delivers measurable value rather than just a PoC?

We design AI solutions to be production-ready, scalable and governed from the outset - defining success metrics at the start, designing for real data volumes, building appropriate monitoring and planning the path from initial deployment to scaled operation.

What is agentic AI?

Agentic AI refers to AI systems that can reason, plan, make decisions and take actions autonomously - rather than simply generating text or producing predictions. One51 has designed and built agentic AI solutions for lease audit automation and operational workflow automation.

How does One51 approach AI governance?

AI governance is embedded into our strategy engagements from day one - including responsible AI policies, human oversight requirements, regulatory compliance assessment, and audit and explainability design.

What data foundations does my organisation need before implementing AI?

Successful AI requires data that is connected, of known quality, governed with clear ownership, and available in a form AI models can reliably consume. Most AI projects fail because these foundations are missing.

What AI platforms does One51 work with?

We work with Azure AI, Azure OpenAI Service, Microsoft Copilot, Power Platform automation, Databricks MLflow and other leading platforms. We are technology-agnostic.

How does One51 roll out AI Foundry?

One51 rolls out Microsoft Foundry using proven frameworks from discovery to solution decision, governance and guardrails into technical implementation, use case delivery and adoption.