• Knowledge is trapped in silos across CRM, DMS, and email, causing duplicate effort and slow onboarding.
• Proposal and report creation cycles are too slow, with analysts spending days assembling first drafts.
• Inconsistent frameworks and messaging across teams and regions erode brand trust and quality.
✓ 40–60% faster content cycle time from research to executive sign-off.
✓ 20–35% higher proposal win rates through rapid personalization and stronger proof points.
✓ 30–45% reduction in analyst hours spent on first drafts and synthesis.