Ziqukae
Each module builds na the previous one. The first two weeks establish jak large language modele interpret ustrukturyzowany dane finansowe. Weeks three i four move w output configuration - jak templates, validation rules, i audit trails są set up. The final two weeks focus na grupowy przegląd sesje gdzie participants stress-test each other's configurations.
Covers tokenisation numerical inputs, handling multi-currency ledgers, i the difference między classification errors i hallucination w finansowy contexts.
Participants map their own dane sources do AI-compatible schemas. Grupowy sesje surface the most common mismatches między accounting software exports i model expectations.
Covers output structuring - section ordering, conditional logic dla multi-entity raporty, i jak do encode commentary style bez hardcoding text.
Focuses na building checks że catch arithmetic inconsistencies przed delivery. Covers jak do log model decyzje w a format że satisfies external auditors.
Participants present their configurations do the grupowy. Ustrukturyzowany critique sesje identify edge cases że solo testing typically misses.
Covers version control dla prompt configurations, retraining triggers, i jak do document changes dla compliance zespoły w całym different jurisdictions.
Each facilitator has stworzony lub audited AI reporting pipelines w production environments. They bring specific technical decyzje - i specific mistakes - w the room.
Spent four years configuring zautomatyzowany consolidation raporty dla a mid-size European holding grupowy. Leads modules one, two, i five - brings real ledger dane (anonymised) w sesja two.
Previously worked w internal audit at a finansowy Usługi grupowy, then moved w AI tooling. Leads modules three i four. Focuses na co breaks w production i jak do catch it przed sign-off.
Runs the peer przegląd structure w module five i leads module six. Specialises w making grupowy critique sesje productive rather than performative - a skill że matters kiedy participants come od different finanse cultures.