Six entry points — depending on where it hurts.
Every engagement starts with a clear analysis and ends with a concrete result. No framework contract, no upselling — you commission what you need.
Firefighting & Root-Cause Analysis
When your systems are down and your team is stuck. Pattern-recognition from decades of mission-critical systems — I isolate, resolve, and hand over.
- Rapid triage and incident containment
- Cross-domain root-cause analysis
- Post-incident debrief and hardening
Invisible to AI?
ChatGPT, Perplexity and Google AI Overviews are becoming how people find services. Most business websites are invisible to them — blocked by bot protection, missing structured data, or simply unreadable by AI. You lose deals you never knew existed.
- AI crawler audit: who can see you, who can't
- Structured data, schema and content optimisation
- Monitoring: track your AI visibility over time
Systems Architecture
Current-state mapping, target architecture and migration roadmap. From tool sprawl to a system that fits.
- As-is mapping and dependency chart
- Target architecture and technology selection
- Migration path with risk assessment
Local AI — Kim
Document analysis, knowledge extraction and decision support — local, without cloud dependency.
- Runs on your infrastructure
- Pilot workflow in weeks, not months
- No software sales — implementation and customisation
Security That Survives Audit
Risk analysis, protection measures, backup validation and recovery planning. Not hope — a plan that holds under scrutiny.
- Vulnerability analysis and risk assessment
- Backup tests and recovery drills
- Prioritised action plan
AI That Survives Production
Most AI projects fail because they try to replace processes instead of strengthening them. Useful AI is embedded in deterministic workflows — it handles the fuzzy parts (classification, extraction, summarisation), while structured code handles validation, routing and storage.
- Process analysis: where does AI add real value?
- Pilot design: AI components in existing workflows
- Guardrails built in — not hallucination, but reliable output
Typical Starter Packages
| Package | Result | Timeframe |
|---|---|---|
| Incident Response | Triage, root-cause analysis, resolution, debrief | 1 – 5 days |
| AI Visibility Audit | Crawler access report, structured data gaps, action plan | 2 – 4 days |
| Architecture Review | As-is analysis, target architecture, migration path | 5 – 10 days |
| Kim Feasibility | Feasibility analysis, pilot design, resource planning | 3 – 8 days |
| Security Check | Risk assessment, quick wins, 30/60/90-day plan | 3 – 7 days |
| AI Process Fit | Process map, AI candidate identification, pilot spec | 3 – 7 days |