AI Readiness — Is Your Organisation Ready for AI?
Current-state analysis, recommendations and a prioritised roadmap.
AI is advancing faster than any other technology — yet few organisations know which opportunities are actually realistic for them. With Walma AI Readiness you get a clear picture of where you stand today, actionable recommendations and a prioritised roadmap that helps you take the next step — no matter where you are right now.
Some clients & partners
Most organisations have data and ambitions.
But they lack the plan to make AI profitable.
Data and tools that aren’t ready
Data lives in silos, quality varies and the infrastructure isn’t set up for AI. Without a clear picture of the current state you risk building AI solutions on shaky foundations.
Unclear processes for ownership and security
Who owns the AI initiatives? How are data, bias and compliance handled? Most organisations lack clear guidelines — which slows everything from pilots to scaling.
Few defined AI use cases
There is a sense that AI should be used more, but concrete, business-aligned use cases are missing. The result is scattered initiatives with no common thread or measurable impact.
Why AI Readiness?
The foundation that makes AI investments profitable
AI Readiness is a structured review of your organisation — technology, processes, skills and legal compliance — that identifies where AI creates the most value and what it takes to get there. Without it you risk investing in the wrong tools, automating the wrong processes or missing the opportunities that would actually make a difference. AI Readiness ensures that every pound you invest in AI delivers a return.
Four perspectives — one complete picture
We analyse your organisation from four perspectives to provide a comprehensive picture of your AI maturity and opportunities.
Technical analysis
We analyse data quality, data accessibility, existing infrastructure and opportunities to implement agent workflows, automation and AI-driven systems. You get a clear picture of what works and what needs improving.
Process and business analysis
We identify workflows that should be automated, opportunities for AI-driven decision support and map risks and bottlenecks in your current processes. The focus is on where AI creates the greatest business value.
Organisation and skills
We assess employee AI maturity, identify skill gaps and recommend training or workshops. An organisation that understands AI makes better decisions and adopts solutions faster.
Legal, security and data protection
We perform a risk assessment based on the AI Act and industry requirements, review your data processing and ensure you have the right guidelines for secure model management and compliance.
Examples of what AI Readiness typically uncovers
Every organisation is unique, but we see recurring patterns that deliver big impact fast.
Automation and agent workflows
- 30–60 % automation potential in administrative workflows
- AI-powered customer service and support agents
- Secure and scalable agent workflows via Ocle
- Document analysis, report automation and Prompt2SQL
E-commerce and customer experience
- AI Search and Recommendations for e-commerce
- Personalised shopping experiences and product advice
- Automated merchandising based on real-time data
- Content generation at scale
Data, search and decision support
- Semantic search across all company data
- AI-driven SEO that generates traffic at scale
- Decision-support briefs compiled from all systems
- RAG solutions that make knowledge searchable and traceable
From kickoff to finished roadmap
A structured process that gives you a concrete plan — not a generic report.
Kickoff and data collection
We get to know your organisation, your systems and your ambitions. We collect data, documentation and interview key stakeholders to understand the current state in depth.
Week 1–2Analysis and workshops
We carry out a structured analysis of technology, processes, skills and legal compliance. Workshops with your teams ensure we capture business-specific insights and opportunities.
Week 2–4AI Readiness report and roadmap
You receive a complete report with current-state analysis, identified AI opportunities, risk assessment and a prioritised 6-month roadmap with cost and resource estimates. Ready for the executive team and budget decisions.
Week 4–5A tailored AI roadmap for the next 6 months
You don’t just get an analysis — you get an action plan that serves as a basis for executive-team and budget decisions.
Prioritised AI use cases
- Use cases ranked by business value and feasibility
- Clear cost and resource estimates per initiative
- Recommended technology choices and architecture
- Proposed automations and agent workflows
Risk and compliance overview
- Assessment based on the AI Act and industry requirements
- Identified risks with mitigation proposals
- Guidelines for secure data processing
- Governance framework for AI initiatives
Skills and organisation plan
- Mapped skill gaps with training proposals
- Recommendations for roles and responsibilities
- Plan for workshops and change management
- Measurable milestones for follow-up
Strategy, technical implementation and training — one partner
Most consultancies deliver a report. We deliver a report and execute what’s in it.
We don’t just advise — we deliver
Most organisations that do an AI Readiness with us move straight to implementation. We are the same partner in both phases, which eliminates knowledge loss and saves weeks.
Deep technical expertise
We build agent workflows, RAG solutions, AI-driven search and e-commerce solutions every day. Our readiness analysis is grounded in what can actually be built — not theoretical possibilities.
Cross-industry breadth and experience
We have carried out AI Readiness for organisations in real estate, e-commerce, the public sector, finance and manufacturing. Every analysis is tailored, but we have the patterns that speed up the process.
Training built into the process
Through workshops and knowledge sharing during the process we raise your organisation’s AI maturity already during the Readiness phase. You don’t just understand what to do — but why.
AI Readiness
Most organisations receive their complete report and roadmap within 4–6 weeks.
AI Readiness report
Complete current-state analysis covering technology, processes, skills and legal compliance. A clear picture of where you stand and what needs to happen.
6-month AI roadmap
Prioritised AI use cases with business value, cost estimates, technical recommendations and milestones. Ready to present to the executive team.
Optional: straight to implementation
Most clients continue straight away. We help with agent workflows, RAG, AI search, e-commerce solutions and everything else on the roadmap — with the same team that did the analysis.
With AI Readiness vs without a plan
The difference between investing strategically and experimenting with AI at random.
| Funktion | With AI Readiness | Without a plan |
|---|---|---|
| Clear picture of AI maturity and current state | — | |
| Prioritised use cases with business value | — | |
| Cost and resource estimates per initiative | — | |
| Risk and compliance assessment | — | |
| Roadmap that works as a decision basis | — | |
| Identified skill gaps with a plan | — | |
| Avoids wasted investment in the wrong tools | — | |
| Fast path to implementation | — | |
| Measurable milestones and follow-up | — | |
| Time to first AI value | Weeks | Uncertain |
Frequently asked questions about AI Readiness
AI Readiness is a structured analysis of your organisation’s ability to implement and benefit from AI. We examine four dimensions: technology, processes, skills and legal compliance. AI investments without preparation often lead to pilot projects that never reach production, tools that don’t match business needs or initiatives blocked by compliance issues late in the process. With an AI Readiness analysis you identify your actual opportunities, prioritise them by business value and feasibility, and get a concrete plan the entire organisation can get behind.
Absolutely, and that is actually the most common situation among our clients. Most organisations have tried ChatGPT, run a pilot or implemented individual AI tools — but lack an overall picture. A Readiness analysis helps you move from scattered initiatives to a coherent strategy.
A typical AI Readiness process takes 4–6 weeks from kickoff to completed report and roadmap. The timeline can vary depending on the size and complexity of the organisation.
The price depends on the size of the organisation, the number of business areas, technical complexity and how in-depth the analysis needs to be. Regardless of level you always receive the same deliverables. Contact us for a quote tailored to your organisation.
Yes, and that is exactly what most of our clients do. Walma combines strategy and technical implementation in the same team. The transition from Readiness to implementation is seamless.
AI Readiness suits three typical profiles: organisations curious about AI but unsure where to start, organisations that have tried AI but lack structure, and organisations that want to scale AI quickly and safely. We adapt the depth and breadth of the analysis to your reality.