Increased Demand for AI Applications Boosted... - Jun 16

The Big Picture

Madison Investments highlighted that Increased Demand for AI Applications Boosted Texas Instruments (TXN) in Q1, a development that could change how investors value the legacy analog and mixed-signal chipmaker. This signal matters because AI-driven end markets can shift revenue mix and margin expectations, making TXN's performance more relevant to growth-focused portfolios.

What's Happening

Madison Investments released its first-quarter 2026 investor letter for the Madison Large Cap Fund, and the firm pointed to $TXN as a Q1 beneficiary of stronger demand tied to AI applications. The investor letter gives a mix of performance context and specific data points that investors can use for valuation analysis.

• Madison Large Cap Fund (Class I) returned -2.7% in Q1 2026, a pullback that still outpaced the S&P 500's -4.33% over the same period, showing relative resilience.
• The firm identified Increased Demand for AI Applications Boosted Texas Instruments (TXN) in Q1, indicating AI-related end-market strength for the company.
• Three data points provided for analysis were 70.28%, 30.49% and 0.09%, which investors can incorporate into scenario and valuation models.
• The fund letter emphasized long-term capital appreciation as its focus, underscoring why Madison highlighted secular growth drivers like AI when evaluating names such as $TXN.

Each fact has investor relevance. The fund's outperformance versus the S&P 500 frames relative strength during a down quarter. The explicit callout that Increased Demand for AI Applications Boosted Texas Instruments (TXN) in Q1 points to a potential revenue mix shift toward higher-growth segments. The numerical data points can serve as inputs for sensitivity testing in discounted cash flow or multiple-based valuation work.

Why It Matters For Your Portfolio

If AI-related demand is materially lifting $TXN's end-market outlook, that changes how investors might value the stock over a multi-year horizon. Growth investors will watch evidence of accelerating AI-related revenue. Value investors may need to reassess long-term earnings power if AI content increases margins or reduces cyclicality. Traders could see heightened volatility around any TXN disclosures that quantify AI exposure.

Madison's public letter serves as a signal from an institutional manager that AI is relevant to a traditionally industrial semiconductor name, and that insight can influence allocation decisions across semiconductor stocks and AI supply-chain plays.

Risks To Consider

• Demand Uncertainty: AI adoption can be lumpy and tied to large, discrete orders. If AI spending slows, the boost cited in Q1 could prove temporary.
• Valuation Repricing: Expectations for higher growth can already be priced into multiples. If TXN fails to deliver sustained AI-driven revenue growth, multiples could compress.
• Execution And Mix Risk: Even with rising AI demand, TXN's ability to translate that into higher margins depends on product mix, pricing, and manufacturing dynamics.

What To Watch Next

Investors should look for concrete, company-level confirmation that AI demand is driving meaningful revenue and margin change rather than being a transient uptick. Monitor earnings commentary, revenue segmentation, and guidance shifts for signs of durable impact.

• Quarterly earnings commentary and any disclosure of revenue attributable to AI-related products.
• Guidance updates that indicate sustained demand improvements or margin expansion tied to AI applications.
• Changes in valuation multiples implied by analyst models as they incorporate AI-related growth assumptions, using the data points 70.28%, 30.49% and 0.09% as scenario inputs.

The Bottom Line

• Madison's letter flagged that Increased Demand for AI Applications Boosted Texas Instruments (TXN) in Q1, making AI a live catalyst for the company.
• The Madison Large Cap Fund fell -2.7% in Q1 2026 but outperformed the S&P 500's -4.33%, suggesting selective strength among holdings that includes $TXN.
• Use the provided numbers, including 70.28%, 30.49% and 0.09%, as scenario inputs when testing valuation outcomes under different AI adoption paths.
• Watch for company disclosures that quantify AI-driven revenue or margin effects before adjusting long-term allocation to $TXN or related semiconductor names.
• Data suggests AI is a meaningful lens for re-evaluating TXN's growth potential, but investors should demand concrete, repeated evidence before revising assumptions.

FAQ

Q: How did Madison Investments describe Texas Instruments in the Q1 letter?

A: The firm noted that Increased Demand for AI Applications Boosted Texas Instruments (TXN) in Q1 and discussed the fund's performance and long-term capital appreciation focus.

Q: What performance numbers from the letter should investors note?

A: The Madison Large Cap Fund (Class I) returned -2.7% in Q1 2026, while the S&P 500 returned -4.33% for the quarter. The letter also included the data points 70.28%, 30.49% and 0.09% for valuation analysis.

Q: What should investors monitor to confirm AI-driven upside for $TXN?

A: Look for company-level disclosures of AI-related revenue, guidance that reflects sustained AI demand, and analyst model revisions that incorporate the AI opportunity.