Applied Research & Strategic Systems
Applied research environments — where I test and build the systems thinking I apply in client work. AI-augmented systems that maintain human control, auditability and sovereignty.
Negotiation Agents
Decision training under uncertainty.
AI-powered diplomatic simulations with 41 behavioural archetypes, multi-channel integration and full audit trail. Negotiators train against realistic counterparts — without real consequences.
- 41 AI behavioural archetypes
- Multi-channel negotiation (text, voice, video)
- Full audit trail and replay
- Scenario editor for custom scenarios
- Real-time coaching and debriefing
PolicyMonitor Studio
From policy signal to technical impact — automated.
Automated source monitoring, evidence-based triage and report workflows for policy teams. From source capture to finished briefing — in minutes, not days. PolicyMonitor also offers a free Gold-Plating analysis for an initial deviation scan and a paid technical screening for source-verified reporting.
- Automated source monitoring (EU institutions, news agencies)
- Evidence-based triage and relevance filtering
- Free Gold-Plating analysis for an initial deviation scan
- Paid technical screening with source-linked traceability
- Report workflows with templates
- Stakeholder mapping and impact analysis
- Export to common formats (PDF, DOCX, HTML)
ShellAgents
AI-driven automation without vendor lock-in.
Modular workflow automation with file-based traceability and auditable pipeline. Every step is transparent, reproducible and under your control.
- Modular agent architecture in pure Bash
- File-based traceability (every step documented)
- Auditable pipeline with complete log
- AI integration (local models and API)
- No vendor lock-in, no proprietary dependencies
Typical work patterns
Operations Stabilisation
Problem: IT runs but is fragile — every change creates side effects.
Result: Documented dependencies, monitoring, structured maintenance cycles.
Security Resilience
Problem: Security is based on assumptions, not on tests.
Result: Validated backups, tested recovery, prioritised measures.
Architecture Clarity
Problem: Grown landscape without a big picture — migration or consolidation is blocked.
Result: Target architecture, migration path, executive decision brief.