Service · Document
Complex document engineering
Technical, design, regulatory, contractual and patent documentation built with AI-assisted workflows but governed by human method. Writing complex documents isn't text generation: it's a process of analysis, modelling, source hierarchy, assumption control, consistency verification and iterative review.
A complex document is not generated. It is designed, built, verified and defended.
When it fits
When it fits
When the document must withstand technical, regulatory or legal review. When the decisions it contains must be traceable to sources, constraints and explicit assumptions. When AI-generated text isn't enough because what's needed is consistency, completeness, defensibility. When documentation is part of the product, not an appendix.
What I actually do
What I actually do
- Technical documentation · software specs · architecture documents
- Tender specs · technical reports · comparative analyses
- Compliance documentation (GDPR, NIS2, AI Act, regulated sectors)
- Project documents · working papers · technical policies
- Patent documentation (claims, description, embodiments)
- Operational manuals · runbooks · structured postmortems
- Documents for tenders, RFI/RFP, institutional contexts
What I deliver
What I deliver
- Final document, structured, cited and versioned
- Traceability: claim → source → section
- Glossary and unified terminology
- Matrix of explicit assumptions and applied constraints
- Log of writing and review decisions
- Optionally, reusable templates for similar documents
Workflow
Workflow
Ten recursive steps: objective definition, source and constraint gathering, structure construction, separation of facts/hypotheses/interpretations, controlled section generation (AI), internal consistency check, terminology control, regulatory or technical review, critical stress test, final consolidation. If verification fails, you return to the relevant step. Without a workflow, AI produces plausible but not necessarily reliable text; with the right workflow, it becomes a tool to accelerate research, synthesis, comparison, rewriting and consolidation.
Want to figure out if complex document engineering fits your case?
An initial assessment clarifies scope, effort, expected evidence and acceptance criteria. No generic presentations.