Daniil Ivanov, analytics team lead at KORUS Consulting, reports that integrating AI into team workflows has reduced routine task time by 20–25%. The company utilizes a proprietary platform, KORUS AI, which maintains a unified project context including documentation, meeting records, and resource plans.
The team has developed a shared library of structured prompts and best practices to ensure consistent results. This library allows analysts to automate tasks such as drafting meeting minutes, technical specifications, and user stories, while also assisting in the onboarding of new team members.
KORUS Consulting supports AI transformation through internal initiatives and a shared bot that stores successful prompts from across the company. Management encourages this adoption by focusing on measurable outcomes, such as time savings and improved document quality, rather than theoretical benefits.
The transition from individual experimentation to team-wide implementation required establishing clear processes and validation steps. The team now treats AI as a standard tool, similar to Excel or Confluence, focusing on repeatable workflows rather than pursuing the latest model versions.
