Marcus Lee, Author at Sprinklenet
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Insights

Building Audit Trails for Agentic AI Workflows - Sprinklenet Insights cover

July 23, 2026

Building Audit Trails for Agentic AI Workflows

A chat transcript is not an audit trail. Making agent runs replayable
AI Readiness for Government Contractors - Sprinklenet Insights cover

July 20, 2026

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AI Readiness for Government Contractors

Most contracting firms cannot say which AI tools are approved to touch
The Hidden Work Behind Production AI Chatbots - Sprinklenet Insights cover

July 16, 2026

The Hidden Work Behind Production AI Chatbots

A fluent chatbot demo hides most of the work that decides whether
How to Choose Between Knowledge Graphs and Vector Search - Sprinklenet Insights cover

July 13, 2026

How to Choose Between Knowledge Graphs and Vector Search

Embeddings measure how alike two pieces of text are; a graph records
Prompt Injection Risk in Enterprise RAG Systems - Sprinklenet Insights cover

July 9, 2026

Prompt Injection Risk in Enterprise RAG Systems

Every document your RAG system indexes is a potential instruction channel into
Knowledge Spaces Developer Program v1 graphic reading The APIs Are Open with API endpoint example

July 8, 2026

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Knowledge Spaces Developer APIs Are Open

Sprinklenet has opened version 1.0 of the Knowledge Spaces developer APIs for
What Federal Buyers Should Ask Before Funding an AI Pilot - Sprinklenet Insights cover

July 6, 2026

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What Federal Buyers Should Ask Before Funding an AI Pilot

Most federal AI pilots fail at transition, not at the demo, because
Building a Retrieval Layer for Operational Knowledge - Sprinklenet Insights cover

July 2, 2026

Building a Retrieval Layer for Operational Knowledge

Most operational AI failures trace back to retrieval, not the model: the
AI Governance Roadmap for Mid-Market Enterprises - Sprinklenet Insights cover

June 29, 2026

AI Governance Roadmap for Mid-Market Enterprises

Mid-market companies carry enterprise-sized AI obligations without a risk office to manage
AI Due Diligence for Buyers and Investors - Sprinklenet Insights cover

June 24, 2026

AI Due Diligence for Buyers and Investors

As AI capabilities become increasingly central to competitive advantage, the stakes of
Agentic AI in Enterprise Operations - Sprinklenet Insights cover

June 20, 2026

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Agentic AI in Enterprise Operations

Agentic AI enables enterprises to move beyond reactive chatbots to autonomous systems
Multimodal AI for Business Leaders - Sprinklenet Insights cover

June 16, 2026

Multimodal AI for Business Leaders

Multimodal AI enables enterprises to process text, images, documents, and audio within
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