The publisher behind the evidence layer
AI Vortex organizes source-linked public records about legal AI risk so lawyers, courts, researchers, and legal-technology teams can inspect what happened, verify the source, and preserve the limits of the available evidence.
Manu Ayala · AI Vortex
Manu spent five years running investigations at a US law firm and now builds legal AI intelligence, verification workflows, and implementation systems for legal teams.
Articles, legal AI analysis, and implementation work.
Open AI VortexResearch notes, product updates, and public legal AI analysis.
Connect with ManuCorrections, research questions, review-group interest, and collaboration.
manuel@aivortex.ioSend a source-backed correction or suggest a public record.
Open correction intakeEditorial mission
The product is designed as a public evidence layer, not a sanctions predictor, AI detector, vendor failure-rate ranking, or substitute for primary legal research. Every public surface should distinguish a linked source from a human review and an allegation from an adjudicated consequence.
What AI Vortex adds
- Stable, searchable public case records and source links.
- Structured status, attribution, consequence, and evidence boundaries.
- Courts, jurisdictions, topics, analytics, and print-ready briefs.
- Transparent limitations, correction intake, and reproducible public views.
Data lineage and attribution
Portions of the underlying public record were identified through Damien Charlotin's legal AI case archive and were subsequently structured, classified, linked, and enriched by AI Vortex. Where a record points to that archive rather than an issuing court or docket mirror, the source tier is displayed explicitly.
AI Vortex does not imply Damien Charlotin's endorsement or partnership. The linked court document, docket, order, or attributable public record remains controlling.