AI Governance Risk
Prompt Engineering Assumptions and Organizational Language Risk
AI systems inherit organizational language problems and amplify them at scale.
Story: Marcus Osei-Bonsu
Marcus Osei-Bonsu
5 stories by Marcus Osei-Bonsu
AI Governance Risk
AI Copilot Drift in Enterprise Sales Enablement Tools
AI copilots silently repeat outdated claims, multiplying legal exposure across every deal.
Story: Marcus Osei-Bonsu
AI Governance Risk
Narrative Governance Frameworks for Enterprise AI Deployments
Existing AI governance misses the language layer that models actually run on.
Story: Marcus Osei-Bonsu
AI Governance Risk
LLM Outputs When Enterprise Knowledge Bases Are Inconsistent
Conflicting source documents undermine RAG systems far more than retrieval algorithms do.
Story: Marcus Osei-Bonsu
M&A Language Risk
Internal Language Governance During Corporate Carve-Outs
How orphaned language systems derail hiring, sales, and investor trust in carved companies.
Story: Marcus Osei-Bonsu