Wednesday, October 14, 2026

Corporate Finance Operations

1 article

One in Four Finance Leaders Plans AI Budget Jump Above 50% as Agentic Tools Move from Pilot to Production

Nearly 25% of finance leaders plan to increase AI spending by more than 50%, according to OneStream survey data. BlackLine, Oracle, Numero AI, and OneStream all launched or restructured around agentic finance products between late 2025 and mid-2026. Enterprise financial operations have shifted from experimentation to competitive deployment as autonomous agents take over reconciliation, accounting, and reporting.

LM Salvado•May 18, 2026

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What we're seeing

Q4 2026 Clinical Catalyst Season: Big-Pharma Data Flow, Regulatory Milestones, and a Thin AI-Drug Fringe

October 2026 conferences (EASD, IGCS, NACFC, HFSA) are producing a dense run of late-stage readouts from Novo Nordisk, Lilly, Roche, Bayer, Vertex and Galderma. Regulatory milestones are scheduled behind them: the ivonescimab BLA PDUFA date on 2026-11-14, FDA acceptance of Roche's vamikibart BLA, and Scholar Rock's EMA resubmission. The AI-and-finance angle is peripheral. It consists of the AI-designed drug Rentosertib and QAIAx, a speculative microcap whose trial claims (the QIII pilot, anticipated 2027-01-01, and a patent update) are forecasts and filings rather than data, so they warrant skepticism.

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Signals we're tracking

EPKINLY Regulatory-Clinical Success Cascade

High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.

Patterns we're watching ›

Where sources disagree

ING Group

Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.

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