Find useful opportunities
Identify where AI could reduce manual work, improve visibility, or support decisions.
AI advisory · Workflow analysis · Practical adoption
Practical AI guidance for small companies.
1Strategist helps Luxembourg SMEs identify where AI can genuinely save time, improve reporting, and support better decisions — before investing in complex tools or custom development.
- Luxembourg-based
- Designed for SMEs
- Clear reports and roadmaps
- Human review and GDPR-aware thinking
- Proof-of-concepts
Most companies do not need an AI model first. They need a clear plan.
AI can be useful, but only when it is connected to a real business problem. Many SMEs are unsure which tools to use, which workflows to automate, whether their data is usable, or how to control risks. 1Strategist helps turn that uncertainty into practical next steps.
Choose the right approach
Compare simple tools, automation options, vendors, and custom work only where it makes sense.
Adopt AI with control
Plan safe use, human review, privacy considerations, and realistic implementation steps.
AI services sized for SMEs.
Clear deliverables: opportunity audits, readiness assessments, workflow reviews, tool recommendations, AI workflow playbooks, roadmaps, and focused proof-of-concepts when useful.
01
AI Opportunity Audit
Review your workflows and identify where AI could save time, improve reporting, or support better decisions.
02
AI Readiness Assessment
Assess your data, tools, processes, risks, and internal capacity before investing in AI.
03
AI Tool & Vendor Recommendations
Compare practical AI tools and vendors, then receive a shortlist matched to your business needs and constraints.
04
Workflow & Automation Review
Map repetitive tasks, reporting steps, document workflows, and handovers that may be simplified with automation.
05
AI Strategy Report & Roadmap
Receive a clear report with priorities, expected value, risks, required data, and a realistic adoption plan.
06
AI Workflow & Prompt Systems
Create reusable prompt templates, assistant instructions, team guidelines, and practical AI workflows so your team can use tools like ChatGPT or Copilot more consistently.
07
Proof-of-Concept Support
When useful, build or support a focused prototype to test one workflow before a larger investment.
08
Explainable AI (XAI) & Data Science Advice
For data-driven use cases, get guidance on forecasting, scoring, explainability, evaluation, and responsible use.
Clear, manageable engagements.
1Strategist avoids open-ended consulting by default. Each project starts with a clearly defined objective, timeline, and deliverable. Engagements can begin with a short AI opportunity review and grow into implementation support only when there is a clear business case.
Start small
Begin with a focused review or workshop to test fit before any larger commitment.
Define before you start
Use case, timeline, and deliverable are agreed up front, so you know what you receive.
Grow only when useful
Move to implementation support only once the business value is clear.
Where AI may help your business .
The best first AI use case is usually practical: a repeated task, a slow report, a document workflow, or a decision that depends on scattered information.
Operations
Reduce manual reporting, summarize operational data, monitor recurring tasks, or improve planning visibility.
Finance & Professional Services
Support client reporting, document review, knowledge search, internal analysis, and recurring spreadsheet work.
Sales & Customer Support
Improve lead triage, customer segmentation, CRM cleanup, support classification, and follow-up preparation.
Management & Reporting
Consolidate KPIs, replace fragile spreadsheets, and create clearer management views.
Documents & Knowledge
Search internal documents, summarize information, draft first versions, and create reusable AI workflows for repeated knowledge tasks.
Risk & Control
Define safe use rules, human review points, privacy considerations, and documentation for AI-assisted workflows.
A simple path from AI curiosity to action.
Engagements are designed to stay focused. The goal is not to push complex development, but to help you decide what is useful, realistic, and worth doing next.
Discuss
Start with your business context, current tools, pain points, and questions about AI.
Map
Review workflows, data sources, documents, reporting steps, and recurring manual tasks.
Prioritise
Rank opportunities by business value, feasibility, cost, risk, and internal effort.
Recommend
Deliver a clear roadmap, tool shortlist, implementation options, and risk considerations.
Support
Optionally support a workshop, a proof of concept, or a handover plan for implementation.
Advisory backed by hands-on AI experience.
1Strategist combines business-focused AI advice with practical experience in data science, automation, dashboards, and explainable AI (XAI). The focus is to make AI understandable, useful, and realistically adoptable for SMEs.
- Luxembourg-based AI and data science practice
- Experience with SaaS, dashboards, data pipelines, and model evaluation
- Clear documentation and practical recommendations
- Explainability and human review considered where AI supports decisions
- Projects scoped carefully around SME needs and capacity
Technical case study
Technical experience: 1Strat.ai
1Strat.ai is an in-house AI product built to turn complex market data into explainable decision-support outputs.
It is not a client case study or a financial recommendation. It is a technical proof point: a real product showing hands-on experience with data pipelines, model evaluation, explainability, dashboards, and production monitoring.
For SME projects, the same approach is applied in a more practical way: understand the workflow, identify where AI can help, build only what is useful, and keep the output understandable.
Relevant experience for SME AI projects:
- Turning messy data into usable workflows
- Making AI outputs understandable
- Designing dashboards and decision-support tools
- Monitoring systems after deployment
View 1Strat.aiIn-house product · technical proof point · not financial advice
About
Founder-led AI consulting from Luxembourg.
1Strategist is led by Sébastien Boxho, a Luxembourg-based AI and data science practitioner helping SMEs turn AI interest into practical business use cases.
We move past the hype to focus on what matters: where AI can realistically save time, sharpen decision-making, and automate manual workflows. By combining technical depth with a pragmatic advisory style, 1Strategist enables smaller teams to explore AI through agile, high-impact projects.
Technologies and platforms we work with.
1Strategist works with modern AI, data, automation, and cloud technologies depending on the needs of each project.
AI & LLMs
- OpenAI
- Claude
- LangChain
Data & Machine Learning
- Python
- pandas
- scikit-learn
- PyTorch
Cloud & Deployment
- Docker
- Microsoft Azure
- AWS
- Google Cloud
- Infomaniak
Business Tools
- Microsoft 365
- Google Workspace
- Make / Zapier
Tools are selected per project. References to third-party platforms do not imply official partnership or certification.
Unsure where AI could help your company ?
Send a short message about your business, your current tools, or the tasks that take too much time. You will receive a practical view on the most sensible next step.