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ADM enters 2026 with raised guidance, stronger ethanol and Nutrition signals, and deep liquidity, but the first-time read has to balance those positives against weak 2025 segment profit, commodity timing, trade exposure, and still-live litigation.
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Autodesk has a $7.2 billion recurring software base, 97% recurring revenue, and a larger direct channel, but the next leg depends on whether AI, cloud platforms, and the transaction model expand the toll road without cracking margins or partner trust.
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