Appian Bets on Reliability to Fix Enterprise AI Gaps

Appian is shifting enterprise AI focus from building agents to making them accurate and auditable in live workflows. At Appian World 2026, the company announced expanded document processing for complex Excel files, inline agent collaboration, and a feedback loop that helped one customer improve agent accuracy from 75% to 95% in just 30 minutes. The platform's data fabric now supports Model Context Protocol, opening it to third-party AI tools while maintaining process governance. Appian VP Jake Rank emphasized that the company's approach wraps AI inside structured features rather than offering ad hoc capabilities, providing organizations a more reliable path to measurable business value.