Jean-François Fèvre
Jean-François Fèvre is a family-adjacent professional contact who became one of Steven’s first real users for Ainternals, Steven’s AI-assisted transcription and investigation workflow project. He appears in the iMessage corpus from March 2024 to March 2025, primarily around interview transcription, legal/investigation reports, timelines, document analysis, and a proposed dedicated application.
First proof of work
The relationship begins when Steven offers to process recorded interviews using Whisper and AI analysis while he works toward a more complete transcription tool. Jean-François is interested but immediately frames confidentiality as the main condition. The first exchanged files are large audio recordings, and Steven returns transcripts plus an analytical report.
Jean-François’s feedback is positive but practical. The AI output is useful, but it still needs professional revision. This becomes the central operating model of the collaboration: Steven uses AI and automation to produce first-pass transcripts, summaries, timelines, and analyses; Jean-François and his legal/investigation partners correct, structure, and use them.
Dossiers and workflow
Across 2024 and early 2025, Jean-François brings multiple dossiers into the workflow, including Wessling, Lidal, Clufix, Gosset, SOCARA, and Innergex. The work expands from individual transcripts to organized shared folders, DOCX exports, speaker attribution, tracking tables, interview summaries, annex analysis, and chronological tables.
The relationship also becomes a practical testbed for a larger application. Jean-François asks when the software will be ready, tests early workflows, requests access for audio deposits, and pushes Steven to move beyond manual production.
Role in Steven’s AI arc
Jean-François matters because he gave Steven real material, real constraints, and real feedback. His cases turned an abstract interest in AI transcription and analysis into a concrete professional workflow. He was not a speculative user. He needed usable work product, under time constraints, for legal/investigation contexts.
He also brought the trust problem into focus. Steven could produce useful outputs and build promising tools, but delays, access issues, quality variation, and executive dysfunction made the relationship unstable.
March 2025 rupture
By March 2025, the collaboration had become strained. Steven asked for financial help or an advance while the application was still unfinished. Jean-François responded that they needed someone responsive, that they had already paid close to 1800 euros, and that they were looking at alternatives through Sebastian and Golem. He also asked Steven for a concrete delivery deadline.
The exchange marks a transition from encouragement to accountability. Jean-François remains partly supportive, but the practical need for reliable delivery becomes stronger than the informal trust that started the relationship.