Intercompany eliminations in FCCS: accounting requirements, FX complexity, Plug accounts, and validation. Covers IFRS 10.B86 and ASC 810-10-45 with system configuration.
A workflow I'm using to speed up analysis with AI — identify context, point to real documentation and objects, and iterate with specific questions.
What I paid for 606M tokens vs what premium APIs would have cost — and what local inference actually costs at home-lab scale.
Deep-dive into FCCS currency translation — rate types, CTA calculation, opening balance logic, and the traps that break consolidations.
FCCS consolidation: currency translation, ownership, intercompany, NCI, acquisitions, equity, PPA, adjustments — mapped to IFRS and US GAAP.
Premium frontier models cost 18-35x more than alternative frontier models with comparable quality. The gap isn't about capability — it's about familiarity.
Companies spend 10-50x more than necessary by defaulting to frontier models for simple tasks. The research shows a clear pattern — and a clear fix.
Cloud-first AI infrastructure that doesn't require a data center. A Raspberry Pi handles orchestration, Ollama Cloud handles inference, and a gaming mini-PC provides local processing when privacy matters.
Hands-on testing of Oracle's AI-powered matching predictions in ARCS. What works at small scale, what breaks at enterprise volume, and where the transparency gaps remain.
Courtroom comedy to AI multi-agent review: using adversarial thinking to expose hidden weaknesses in documents, articles, and technical papers.
