Construction margins compress 5 points by 2028 against AI-native competitors. The 5 workflows that protect margin, the patterns that work, and the field-to-office setup connecting field operations to office decisions.
Full rewrite is the wrong default for ASP.NET in 2026. The 5-stage phased plan wraps the legacy, replaces workflows with AI, and finishes in 9 to 12 months at a fraction of the rewrite effort.
Contract Review, Compliance Watching, and New Legal Request Intake
Invoice, Reconciliation, Forecast, and Alerts
Procurement teams handle many supplier contracts but read only the top 20 carefully. The AI assistant reads every proposal, scores every supplier, and watches every renewal.
Coding assistants help write code. AI engineering assistants handle the operational work: incidents, code review, dependency risks, and deployment coordination.
Product managers read 5-20% of customer signals because they have no time for the rest. The AI assistant reads everything and pulls out the themes with source links.
Marketing operations managers spend 80% of their week matching numbers across 7+ tools. The AI assistant does the stitching, syncing, scoring, and reconciling continuously.
Your customer managers spend 70% of their week on spreadsheets. The AI assistant handles data collection, health scoring, and routine outreach 24/7.
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