Performance was characterized by a deliberate trade-off, where management retained labor and capacity despite muted legacy demand to ensure readiness for a massive data center ramp-up.

Margin pressure in Q4 and early 2026 is attributed to 'transitory' project launch costs and early-stage inefficiencies rather than structural pricing or cost issues.

The company is aggressively retooling six legacy plants to support data center cross-selling, representing a significant shift in manufacturing footprint utilization.

Data center project cycles are significantly faster than legacy markets, requiring 8-12 week launch windows compared to the traditional 6-18 month timelines.

Management is implementing the MBX operational excellence framework to standardize shift schedules and increase throughput as they prepare for a cyclical recovery in legacy sectors.

The acquisition of AccuFab has served as a primary catalyst, with cross-selling synergies far exceeding original expectations of $1 million to $2 million.

Full-year 2026 guidance assumes a gradual recovery in legacy end markets, specifically commercial vehicles and agriculture, primarily in the second half of the year.

Data center and critical power revenues are projected to exceed 20% of total company revenue in 2026, supported by a $125 million qualified opportunity pipeline.

Management expects to achieve a net leverage ratio of 3.0x or lower by year-end 2026, prioritizing debt reduction before resuming opportunistic M&A.

The company anticipates $40 million to $50 million in incremental cross-selling revenue for 2026, with the majority of this volume ramping in the second half of the year.

Free cash flow conversion is targeted at 50% to 60% of adjusted EBITDA, despite expected seasonal softness and working capital investments in Q1.

High fixed-cost structure (55% of total costs) creates significant under-absorption pressure during periods of muted legacy volume.

Commercial vehicle demand remains a key variable, with management monitoring potential 'pre-buy' activity ahead of 2027 EPA emission standard changes.

The rapid acceleration of data center demand has forced the company to carry 'excess' talent and resources ahead of revenue to avoid missing launch windows.

Agriculture markets are showing signs of a cyclical trough, though large ag is expected to remain down double digits through 2026.

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Management noted the magnitude of recent Class 8 order increases was surprising, though they have not yet seen this reflected in their specific EDI demand feeds.

They expect this demand to accelerate build rates starting in mid-to-late Q2, which influenced the decision to introduce quarterly guidance for better agility.

Launch costs of $1 million to $1.5 million are expected to persist through Q1 2026, similar to Q4 2025 levels.

Management anticipates these costs will taper off through the year, with programs reaching full run rate by the end of the second quarter.

Management believes they have sufficient capacity (currently at 55% utilization on a 24/7 basis) to handle both a legacy recovery and data center growth in 2026.

To increase throughput, they are moving from two 10-hour shifts to three 8-hour shifts and increasing automation in legacy plants.

Synergies are defined specifically as data center customer work produced in legacy Mayville Engineering plants rather than the two original AccuFab facilities.

The $125 million pipeline excludes several 'significantly large' opportunities that could provide further upside if won.

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