Facts
Information directly supported by the connected organisational context.
Maeros AI
Most organisations have the information. The harder problem is knowing what to ask of it.
Maeros AI lets leaders interrogate connected enterprise context in natural language, explore causality and dependencies, and follow the questions wherever they lead.
Ask Questions in Natural Language
Maeros AI gives leaders and advisers a conversational way to investigate complex enterprise questions. For example:
- Where can we reduce technology cost without weakening critical capability?
- What is preventing us from scaling AI?
- Which investments should we protect if the budget is reduced?
- Why is this transformation programme struggling?
- Where are our most important supplier dependencies?
- Which technology weaknesses threaten our strategic priorities?
The value is not simply the ability to ask a question. It comes from asking that question against connected organisational context and being able to investigate what sits behind the answer.
Grounded in Your Organisational Knowledge
Generic AI can support broad research, drafting and analysis. Maeros AI is designed for a different challenge: reasoning over the evidence and relationships that describe your organisation. Maeros AI prioritises the organisational knowledge available in your strategy in Xirocco Strategy Suite.
A typical strategy in Xirocco Strategy Suite contains more than 2,000 individual data points. Maeros AI ingests and uses those data points—and, critically, the mappings between them—as part of its internal reasoning mechanism. This allows it to work with the enterprise logic connecting strategy, planning, projects, applications, suppliers, assets, capabilities, risks and investment, rather than treating each source as an isolated record.
Maeros AI is specifically trained for strategy. Xirocco-developed skills, including specialist instructions, resources and scripts, guide how it interrogates enterprise strategy, technology and operations to reveal dependencies, surface implications and help identify the right next move.
Because its answers begin with connected knowledge about your organisation, Maeros AI can provide analysis that is more relevant to the question, more connected to the surrounding enterprise and more useful for decision-making than a generic view of how an organisation might work. This combination of connected organisational context, mapped relationships and strategy-specific skills is not replicated by generic AI assistants or isolated point tools.
Follow the Question Wherever It Leads
A strategic question often produces another question. Maeros AI allows the investigation to develop as the evidence becomes clearer. For example:
Why is this transformation programme at risk? → Which business capabilities are affected? → Which applications support them? → What suppliers and technologies do they depend on? → Which weaknesses should be addressed first? → What investment is required?
This process can surface hidden interdependencies, misalignments and consequential relationships that are difficult to see in individual records or disconnected systems, such as:
- Strategic priority → capability → application → supplier → technology → risk
- Transformation programme → capability gap → investment → dependency → delivery risk
- Critical service → operational technology → network → cyber exposure → resilience impact
The investigation does not need to fit a predefined use case. Where relevant organisational context exists—or can be added—leaders can follow the question wherever the evidence leads.
Turn Connected Evidence Into Accountable Executive Insight
Not every enterprise answer has the same level of certainty. Maeros AI helps make the basis of the analysis clearer so experts and decision-makers know what should be trusted, challenged or investigated further.
Inferences
Conclusions that can reasonably be drawn from the evidence and relationships in that context.
Hypotheses
Potential explanations or areas that require further evidence, investigation or expert validation.
Maeros AI helps turn connected context into a clearer, board-ready executive narrative: what matters, why it matters, what is connected, what could happen, where intervention may be required and which actions should be prioritised next. It keeps business outcomes, value, impact and risk at the centre of the analysis. It does not replace accountable professional judgement; experts remain central to framing questions, challenging assumptions, interpreting findings and making decisions.
Strategic Questions Across the Enterprise
Maeros AI helps leadership teams investigate strategic questions across the enterprise without treating each issue as an isolated exercise.
Board and Executive Priorities
- Is technology enabling or constraining strategy?
- Where are the organisation's most consequential dependencies?
- Is the organisation ready for transformation?
- Which decisions require executive intervention?
AI and Transformation
- What is preventing AI from scaling?
- Which capabilities present the strongest opportunities?
- What structural issues are putting transformation at risk?
- Which data, architecture or operating-model constraints matter most?
Investment and Cost
- Which investments create the greatest strategic value?
- What is the consequence of funding, deferring or reshaping an initiative?
- Where can cost be reduced without weakening capability or resilience?
- Which future spend could be avoided?
Cybersecurity, Resilience and Sovereignty
- Which technology weaknesses matter most to the organisation?
- Where do critical services depend on fragile technology or suppliers?
- Which cloud, jurisdictional or architectural dependencies reduce strategic control?
- What should be prioritised to protect resilience?
Enterprise Security, Governance and Data Considerations
Maeros AI is designed for enterprise use where security, governance and responsible AI matter. Its architecture supports controlled access to organisational context through considerations such as:
- Role-based access control and controlled user permissions
- Secure handling of organisational data
- Separation of client contexts
- Appropriate governance and oversight
- Responsible use of AI-assisted analysis
- Human review of material findings and decisions
For UK and European organisations, deployment conversations can also address data location, data handling, access control, GDPR and sovereignty requirements. The appropriate controls depend on the client requirement, wider architecture, configuration and delivery model.
Start With One Important Question. Preserve What You Learn.
An organisation does not need to load every possible piece of enterprise information before beginning.
Start Focused
Begin with one important problem, executive question or high-value decision. Establish the minimum connected context needed to investigate it, demonstrate value and extend the context only where useful.
Preserve and Extend the Context
The evidence, relationships and decision context created to investigate one problem can remain available in Xirocco Strategy Suite. It can then support the next question—from AI readiness to infrastructure investment, technology strategy to cost optimisation, or transformation readiness to cyber resilience.
Xirocco Strategy Suite Creates the Context. Maeros AI Interrogates It.
The two platforms work together as one connected strategic capability.
Xirocco Strategy Suite
Creates and maintains a live copy of the organisation's strategy and its connected enterprise context, preserving the evidence, relationships, assessments and decision rationale behind it. As the strategy evolves, that context can reflect the latest agreed internal and external position without requiring users to rebuild a separate AI knowledge base.
Maeros AI
Interrogates that context in natural language to accelerate analysis, insight and decision-making.
Engagement Models
Choose the platforms on their own or combine them with the expertise and delivery support that best fits your needs.
Platforms for Your Team
License Xirocco Strategy Suite and Maeros AI for direct use by your internal team. Apply your own expertise to develop, maintain and interrogate your strategy, with optional onboarding and training but no requirement to purchase consulting services.
Platforms with Xirocco Expertise
Combine our platforms with focused support from Xirocco Consulting—the strategy and technology specialists behind them. Engage us for the specific advisory, facilitation or implementation services you need to accelerate progress and gain more value from your investment.
Platforms with Partner Expertise
Work with one of our approved consulting partners where you need deep sector expertise, local-market knowledge or multilingual delivery. Alternatively, bring a trusted adviser or incumbent partner you already use. We can train them to use Xirocco Strategy Suite and Maeros AI, allowing you to retain the relationships and expertise you value.
See Maeros AI in Context
The strongest way to understand Maeros AI is to see how it investigates a real organisational question using connected enterprise context. Explore related Success Stories:
- Designing an AI Operating Model for Enterprise Scale
- Turning IT Cost Reduction Into Strategic Optimisation
- Creating a Business-Linked Technology Strategy From a Fragmented Estate
Share what is on your agenda and we'll explore, without obligation, whether we can help.