AI opportunity assessment
Identify where AI could improve operations, products or customer experiences.
AI Consulting That Turns
Opportunity into a Clear Plan
Make the right AI investment
AI has too many possible starting points and too many ways to waste budget on the wrong one.
We help you cut through that: understand where AI can create real value, decide what’s worth building, and get from idea to a working system without the detours.
AI approaches we help you evaluate
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Generative AI
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RAG
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AI agents
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Multi-agent systems
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Intelligent search
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Document intelligence
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Traditional automation
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Machine learning
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Rule-based systems
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Third-party AI platforms
What we help with
AI strategy
Define priorities, expected outcomes and the role AI should play across the business.
AI use-case prioritisation
Compare opportunities by value, complexity, risk and feasibility.
AI architecture
Design the technical approach across models, data, integrations and infrastructure.
Build vs buy decisions
Assess whether an existing platform, third-party product or custom build makes the most sense.
AI product strategy
Define how AI should work inside a new or existing digital product.
AI implementation roadmap
Turn opportunities into a phased plan with realistic technical and delivery priorities.
What we help you work through
Start with the right problem
We start by identifying what's actually slowing the business down: which workflows are repetitive or knowledge-heavy, where users struggle to find information, and which processes could realistically benefit from automation.
AI readiness assessment
Before recommending anything, we look at whether the foundations are there: data quality and accessibility, existing technology and APIs, internal skills, security, governance and infrastructure, and genuine business ownership.
AI economics
We model the real ongoing cost of running AI: model usage and token consumption, infrastructure and retrieval costs, monitoring and scaling, so the numbers hold up beyond a pilot.
AI risk and governance
We factor in data sensitivity and user permissions, automated decisions and human oversight, model risk, hallucination and vendor risk, alongside audit and regulatory requirements.
From workshop to
implementation
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01. Discovery
Understand the problem, users and where AI could genuinely help.
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02. Prototype
Test the technical approach against real data and workflows.
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03. Product design
Design the experience around the AI, not just the model.
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04. Engineering
Build the application, integrations and AI layer.
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05. Integration
Connect the system to your existing tools and data.
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06. Production
Deploy with monitoring, evaluation and the right controls.
Typical consulting engagements
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Know AI matters but do not know where to start
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Have several competing AI ideas
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Built prototypes that have not reached production
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Want to introduce AI into an existing product
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Need to automate complex workflows
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Need an independent review of an AI architecture
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Are considering AI agents
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Need a roadmap before making a larger investment
Why WeUno
Consultants who also build
Our recommendations are informed by real software and AI engineering work.
Technology-neutral advice
We are not tied to one model provider or platform.
Product and business thinking
We consider users, workflows and commercial value alongside the technology.
Implementation capability
If the opportunity makes sense, we can take it through engineering and production.
Related AI services
AI Development
We design and build AI systems that move beyond demos. From AI agents and RAG platforms to generative AI applications and enterprise integrations, WeUno helps businesses turn AI into reliable, usable products.
AI Readiness & Strategy
Before investing heavily in AI, understand whether your data, systems, people and processes are ready. WeUno helps businesses assess their current position, identify realistic opportunities and create a practical roadmap for adoption.
AI Product Development
We help businesses turn AI ideas into complete digital products. From product discovery and UX to model integration, backend engineering and production deployment, WeUno builds AI-native platforms designed around real users and real business value.
AI Integration & Automation
Add AI to the tools and workflows you already use. WeUno connects AI models, agents and automation into existing software so businesses can improve efficiency without rebuilding everything from scratch.
AI Governance & Security
As AI becomes embedded into business-critical workflows, control matters as much as capability. WeUno helps organisations design AI systems with clear rules around access, data, decisions, monitoring and human oversight.