What we built: A digital brain to standardize and accelerate organizational knowledge

A large retail operations network faced fragmented internal knowledge, dependency on key individuals, and inefficient onboarding.

Rogelio was designed as a Second Brain AI Assistant to centralize and activate organizational intelligence.

The challenge

• Lack of standardized processes.

• Tacit knowledge is concentrated in individuals.

• Incomplete onboarding.

• Repetitive operational questions.

• Manual searches take up to 45 minutes.

In teams of ~18 people per area, inefficiencies scaled quickly.

How we built it:

A multi-agent AI system structured by a knowledge domain.

Rogelio:

• Answers in natural language.

• Integrates documentation, FAQs, workflows, and guides.

• Provides a single verified source of truth.

• Reduces search time from 45 minutes to 30 seconds.

Use cases

• Product enablement and workflow queries.

• Application support.

• Structured onboarding.

• Internal training.

• Technical incident reduction.

Impact

• Faster decision-making.

• Reduced errors and rework.

• More efficient critical processes.

• Budget optimization.

• Increased team autonomy.

Strategic evolution

Next phase:

• Interactive learning.

• Bottleneck detection.

• Query pattern analysis for process improvement.

• Integration with business intelligence tools.

Rogelio evolves from knowledge assistant to organizational intelligence engine.