Guru is Great but Guru has Opportunities for Growth.
Use Cases and Deployment Scope
Pros
- Card validation process & customizable validate schedule.
- Support Agents are prompt and thorough.
- Live trainings are engaging and helpful.
Cons
- Lack of in-app advanced/granular usage and validation analytics.
- Unreliability of Google Chrome extension.
- Left navigation is not intuitive nor descriptive--I hunt and peck.
- The search field is limited to keywords, so I sometimes have to "trick" it by including extra words in the title of a card.
Return on Investment
- The small support team can reliably scale to cover a broad swath of Tier 1 topics while maintaining decent first-response times, even when experiencing record-breaking, forecast-exceeding ticket volumes (e.g., 4 FT and 1 PT agents managing 880 tickets in one week).
- Tier 2 topics (e.g., Billing and Technical) that require specialized attention and are "owned" by a specific agent can be written and validated by that agent's manager. The team manager can utilize that to cross-train should the agent leave the company or be out of the office.
- Seeing my team's ebb and flow of weekly/monthly Guru engagement, as well as validation percentages in comparison to the ebb and flow of our ticket volume and production releases, helped me to communicate with C-suite leaders the necessity of having a margin of time to implement AI Agents and integrations in order to continue to scale.









