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Scaling Operations & Knowledge Management for a 95+ Person Microsoft Research Org

Nov 30, 2023
2 min read

Rapid growth broke their legacy infrastructure. Discover how I engineered a centralized knowledge hub and eliminated a 7-step operational bottleneck for a scaling Microsoft organization



The Context (The Friction)


  • The Client: XC Research, a Microsoft UX research org

  • The Problem: The organization more than doubled in size during the pandemic and the legacy infrastructure collapsed under the weight of this growth.

  • The Symptoms: New hires were lost in a maze of outdated, redundant OneNote files. Meanwhile, the org’s primary research publication (+1,000 subscribers) was bottlenecked by a convoluted 7-step authoring process and broken legacy templates that took hours to format.



The Strategy & Execution (The Flow)


Pillar 1: Architecting a Scalable Onboarding Experience

  • Audited and deprecated the legacy OneNote system, consolidating redundant information into a single, centralized SharePoint hub.

  • Designed an interactive, self-paced onboarding module (simulating a mobile UX) to guide new hires through complex information without overwhelming them.



Interactive onboarding guide
Interactive onboarding guide
Interactive onboarding guide
Interactive onboarding guide
















Pillar 2: Streamlining Publication Operations via Product Negotiation

  • Led an internal UX research study to identify the exact pain points in the team's newsletter publication process.

  • The Pivot: When existing tools failed to meet the MVP requirements, bypassed standard workarounds and negotiated directly with the owners of a beta platform.

  • Partnered with VP-level leadership to define MVP requirements, successfully convincing the platform developers to build custom features to support our org's specific needs.


Pillar 3: Change Management & Adoption

  • Designed and executed a comprehensive change management strategy, conducting targeted alignment sessions with eight distinct sub-teams to ensure a seamless transition to the new platforms.




The Impact (The ROI)


80% Reduction in Support Overhead: Technical inquiries regarding the newsletter template dropped immediately.


Increased Output: The streamlined authoring process resulted in a higher volume of researchers regularly contributing content.


Sustainable Maintenance: Transitioned the maintenance of the newsletter platform to a dedicated development team, eliminating the need for manual, continuous workarounds by the research team.


Previous knowledge management structure
Previous knowledge management structure

Centralized Architecture: Eliminated nested folders across fragmented sites, creating a single source of truth for the organization.




proposed knowledge management structure
proposed knowledge management structure











The Takeaway

Legacy opinions often mask the right solution. By conducting independent user research and building a structured change-management plan, I was able to secure buy-in for a platform that leadership had previously rejected, ultimately solving the operational bottleneck.


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