Research and technical notes
Research library
Active studies and technical notes on unsupported claims, workflow scaffolds, evaluator calibration, evidence provenance, intent graphs, and AI reliability.
Explore researchResources
Methods and examples without a content fog machine.
A focused library of controlled examples, active research, technical notes, and public software related to evidence assurance and AI reliability.
Core library
Start with the work itself
These pages show the method, controlled outputs, and current research status before asking you to book a conversation.
Method walkthrough
OOS reconstruction
How a workflow evidence design sprint reconstructs a synthetic OOS investigation record chain.
Open walkthroughMethod walkthrough
Regulatory-change map
How a regulatory-change path is mapped from published amendment to cutover.
Open walkthroughMethod walkthrough
Buyer-readiness claims
How claims are audited against supplied evidence on a synthetic product package.
Open walkthroughMethod
Evidence assurance process
A controlled engagement sequence for diagnosis, scope freeze, evidence intake, analysis, challenge review, release, and decision workshops.
Read the processPublic work
GitHub portfolio
Software, research infrastructure, report-system controls, and public project documentation related to evidence analysis and AI reliability.
View GitHubPublication discipline
Status and limits are part of the resource.
Research pages identify whether work is an active study, working paper, preprint, or technical note. Examples identify whether they are synthetic, redacted, or permissioned. A useful artifact should state what it demonstrates and what it does not.
What is deliberately absent
- Fabricated clients, testimonials, or outcomes
- Generic summaries created only to target keywords
- Unsupported certifications or regulatory positioning
- Unlabelled synthetic or AI-assisted material
Need one of these methods applied to your own decision?
Start with a non-confidential description of the workflow, claim set, or research question.