Case Studies
Below are selected case studies demonstrating how we help clients solve complex content and knowledge challenges.
Cloud Services: AI-Readiness - Structuring Content for AI Readiness and Scalable Multichannel Publishing
Challenge: Inconsistent structure and manual reuse across thousands of technical documents limited the client’s ability to scale, personalize, or integrate with AI systems.
Solution: A schema-driven, pattern-based content model with built-in validation, semantic alignment, and support for multichannel publishing and AI-ready outputs.
Impact:
- Improved reuse, automation, and content consistency across the entire documentation platform
- Enabled dynamic, AI-integrated delivery experiences across internal and external systems
- Laid a scalable foundation for headless publishing, knowledge graphs, and generative content tooling
E-Commerce: Building a Real-Time Knowledge Graph for an eCommerce Platform
Challenge: Outdated, siloed documentation hindered system visibility and slowed support and onboarding.
Solution: A self-updating, graph-based knowledge system built on Neo4J and telemetry pipelines, unifying code, infrastructure, and transaction data into a dynamic, queryable map.
Impact:
- Reduced documentation lag from 6 weeks to under 1 day
- 50% faster developer onboarding
- Improved support accuracy and integration planning through real-time visibility
Healthcare: Delivering API Documentation for a Clinical Genomics Decision Support Platform
Challenge: Unstructured, developer-unfriendly API documentation slowed EHR integration and risked inconsistent implementations.
Solution: A use case-driven, role-aware documentation framework with real-world clinical workflows, structured data payloads, and an interactive documentation site.
Impact:
- Accelerated partner onboarding with actionable integration guidance
- Improved consistency across EHR implementations
- Enabled scalable, real-time genomic insights delivery across clinical workflows
Consulting and Strategy
Design AI-ready content systems and workflows for modern teams.