AI & automation
AI Cost & Governance
Find out what your AI estate actually costs, who is using it, and what happens next. Valto reviews AI usage, licence utilisation and consumption spend across Microsoft Copilot, Copilot Studio, Azure AI and non-Microsoft platforms, then establishes the governance, ownership and controls needed to scale safely. Most organisations discover two things: licences nobody is using, and AI activity nobody has visibility of.
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Build an AI strategy that's secure, scalable and cost effective
The challenge with AI isn't getting started. It's maintaining control as adoption grows. Without clear governance, AI spending fragments. Different teams adopt different tools, capabilities overlap, licences are bought and then forgotten, and consumption costs accumulate in places nobody is monitoring. Meanwhile staff who were not given an approved tool find their own, which creates a data risk nobody has assessed. Valto brings that back under control. We establish what AI is actually being used across your organisation, what it costs, and where the money is going to no effect. From there we build the governance frameworks, ownership models and optimisation practices that let you scale AI deliberately rather than reactively. Most reviews pay for themselves. Unused licences and duplicated tooling are common, and both are straightforward to recover once you can see them.
Why invest in AI cost & governance?
Improve visibility of AI usage and spend
Understand which tools are in use, by whom, at what cost, and what value they return.
Recover spend on licences nobody uses
Identify Microsoft 365 Copilot and platform licences that are allocated but barely used and reallocate or reduce them.
Strengthen security and compliance
Establish controls that support responsible adoption, including a position on what staff may put into AI tools.
Reduce duplication across AI tools
Avoid paying for multiple platforms solving the same challenge.
Create governance frameworks for adoption
Support sustainable long-term growth with clear ownership, policies and review cycles.
Establish foundations for scale
Ensure AI can grow alongside your organisation without the cost curve growing faster.
Our AI cost & governance services
Establish the right foundations
Develop governance frameworks, ownership models and controls that support responsible AI adoption across the organisation. That includes the questions most organisations have not yet answered: what staff may put into AI tools, which platforms are approved, who owns each AI initiative, how outputs are reviewed, and how you would demonstrate responsible use if asked.
AI technologies we help govern & optimise
The right AI technology for the right challenge. Successful AI strategies are rarely built on a single platform. We help organisations evaluate, govern and optimise AI investments across Microsoft's ecosystem and beyond. Successful AI strategies are rarely built on a single platform. We help organisations evaluate, govern and optimise AI investments across Microsoft's ecosystem and beyond.
Common AI & cost governance use cases
AI governance maturity assessment
Evaluate current AI usage, governance maturity and control gaps across the organisation, for those who have already begun adopting AI.
Copilot licence utilisation reviews
Establish how many of your Microsoft 365 Copilot licences are genuinely being used, by whom and how often, then reallocate or reduce accordingly.
Copilot adoption reviews
Understand usage patterns, identify opportunities and improve value realisation from licences you are keeping.
AI spend optimisation
Review AI platforms, licensing and consumption costs to reduce unnecessary expenditure.
Shadow AI reviews
Establish where staff are using unapproved AI tools with company data, then provide an approved alternative and a policy position rather than a prohibition nobody follows.
Azure AI Foundry migration & optimisation
Assess existing AI solutions and, where appropriate, redesign or migrate workloads into Azure AI Foundry to improve governance, operational control and cost management.
AI risk & compliance reviews
Assess security, governance and regulatory considerations, including where AI use may fall within scope of emerging regulation.
AI platform rationalisation
Reduce duplication by aligning AI investments around the most appropriate technologies.
COMMON AI COST & GOVERNANCE CHALLENGES
Expertise for the problems that arrive after AI adoption starts
Many organisations discover that AI introduces challenges that did not exist before. Teams adopt separate tools, costs become difficult to track, governance frameworks lag behind usage, and AI initiatives struggle to demonstrate measurable value. We surface these before they compound. We help organisations address:
- Consumption costs on Copilot Studio, Azure AI or Fabric that nobody is monitoring
- Copilot licences allocated broadly, with no view of who is actually using them
- Several teams paying for different tools that do the same job
- No agreed position on what may and may not be put into an AI tool
- Prototypes running in production without the controls production requires
Turn AI governance into business value
Governance is usually presented as a constraint. Done properly it is the opposite: it is what allows you to expand AI use confidently instead of cautiously. Our consultants target both cost and control at the outcomes the business is measured on.
How we deliver AI cost & governance engagements
Our five-step process is clear and transparent from start to finish. From establishing what AI is actually in use and what it costs, through to designing controls, implementing them and reviewing as adoption evolves.
1Discovery
Current state & challenges
We review your existing AI landscape, identify governance gaps and understand where opportunities for improvement exist.
2Assessment
Usage, risk & cost visibility
Together we evaluate AI tools, adoption patterns, licence utilisation, governance requirements and cost drivers across the organisation.
3Design
The right governance framework
We define policies, controls, ownership models and optimisation strategies that support responsible AI adoption.
4Implementation
Put controls in place
We help establish governance processes, reporting frameworks and optimisation initiatives that support long-term success.
5Optimisation
Keep ahead
As AI adoption evolves, we continuously review usage, costs and governance requirements to ensure investments remain aligned with business priorities.
We're one of the UK’s few Microsoft partners to hold all Microsoft Solution Partner designation badges, across all Solution Partner designation pathways. For our clients, that means access to specialists who understand both the opportunities and responsibilities that come with AI adoption. Whether you're looking to improve governance, optimise AI spending, rationalise platforms or establish a framework for future growth, we help organisations create practical foundations that balance innovation, security and business value.
Case study · Clermont Hotel Group
Embracing AI powered operations
Clermont Hotel Group strengthens systems, improves performance, and embraces AI innovation with Microsoft Fabric.
- Stronger IT foundation
- Future ready platform
- Data-driven insights
The team driving you forward
“In an industry where expertise and trust are paramount, Valto has repeatedly demonstrated both. I would have no hesitation in recommending Valto Limited to any organisation looking for a highly professional, technically capable, and customer-focused IT partner.”
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Questions, answered plainly
Practical answers on what AI actually costs, how to find spend you can recover, and how to put governance in place without stalling adoption.
Free AI Cost & Governance Consultation
Ready to take control of AI adoption?
Whether you're looking to reduce AI spend, establish governance, rationalise platforms or create a framework for responsible growth, our specialists can help you see what you have before deciding what to change.
AI & governance specialists
Speak directly with consultants who help organisations scale AI safely and effectively.
Practical advice
Clear recommendations focused on business value, governance and long-term success.
Recoverable spend first
We start by identifying what you are paying for and not using, which often funds the rest of the work.