Method
How each page is produced, and how it is checked
As of
Three registers. Each family of pages belongs to exactly one, and the register says who wrote it and how it was checked.
The three registers
- Written — Studies, the book and the challenge pages are written and signed by the editor. AI helps with drafting and translation. The editor reads every page and answers for it. Each figure carries its source and date.
- AI-assisted — Concept cards, academy modules and guides are AI-assisted drafts, checked by rules and read by the editor by sample. Verified by rule: every link is re-checked each week and a dead citation is flagged, not silently dropped; where a module states an SAP product status, it is read from one register of SAP announcements. Verified by sample: the editor reads a share of the pages, not each one.
- Collected — The directory, opportunities and news are collected by automated jobs, filtered by deterministic checks and read by sample, not one by one. Verified by rule: a link that no longer resolves takes its row off, a duplicate is merged, an unknown field is shown as unknown, never as zero. Day rates carry their sample size; outside France they are estimates and say so.
What each count counts
Counted at the last site build. A count always names its population; two counts that name different populations are not meant to match.
- Reference list of firms: 12,783 — every consulting, recruiting and platform firm we track, including firms not shown in the public directory.
- Directory: 9,367 — firm profiles the public directory shows.
- Recruitment agencies: 5,078 — the placement agencies within the published firm list.
- Live opportunities: 1,503 — roles and missions open today, after expired and duplicate ads are removed.
MCP server: counts are read at query time and returned with each answer (_meta.tranche_total_row_count), so they can differ from the figures above, which are taken at the last site build.
Quality grades
We compute internal quality grades with an automated rubric. They are self-assessments of our own pages, so we do not show them as a quality mark. The rubric itself is public at /api/quality-rubrics.json.
Who writes and why: About. Every correction we make is listed in the corrections log.