Government
AI Governance Is Not Optional: A Practical Framework
A practical AI governance framework for risk tiers, auditability, accountability, model controls, and responsible enterprise deployment.
Insights
Articles from Sprinklenet on AI governance, AI strategy, enterprise knowledge management, and government contracting.
All Posts
How to Evaluate AI Vendors Without Getting Burned
Good AI vendor selection depends less on the demo and more on how the platform behaves with your data, your workflows, and your control…
Government
Five Lessons From Defense AI Programs That Apply to Every Enterprise
Lessons from DoW AI programs that apply to enterprise teams building secure, governed, mission-ready AI systems.
How Small Businesses Can Win Federal AI Contracts: A Practical Guide
A practical guide for small businesses and 8(a) firms pursuing federal AI contracts, teaming opportunities, and procurement-ready capabilities.
The $100M Question: Should You Embed AI or Go Native?
A product strategy framework for deciding whether to embed AI into an existing workflow or build an AI-native product from the ground up.
The Complete Guide to AI-Powered Document Search for Enterprises
AI-powered document search helps enterprises find trusted answers across repositories with semantic retrieval, citations, permissions, and governance.
Retrieval System Development for Enterprise Knowledge
Retrieval system development connects approved knowledge to AI workflows with citations, access control, retrieval quality, evaluation, and governance.
Government
Building AI for Government: What Developers Need to Know
Government AI is a massive market that most developers ignore because it looks intimidating from the outside.
The ROI of Custom AI Chatbots: Why Enterprises Are Moving Beyond Off-the-Shelf Solutions
Custom AI chatbots deliver ROI when they connect to enterprise knowledge, workflows, permissions, escalation paths, and measurable service outcomes.
News
Knowledge Spaces: Enterprise AI Platform for Governed Knowledge Work
Knowledge Spaces is Sprinklenet’s governed enterprise AI platform for retrieval, multi-model orchestration, enterprise data connectors, auditability, and production knowledge workflows.
MCP Servers Explained: How AI Assistants Connect to Your Tools
MCP servers give AI assistants a standard way to connect to tools, data, and workflows through controlled, auditable interfaces.
Five Signs Your Organization Is Ready for AI: An Enterprise Readiness Checklist
Five indicators that separate organizations ready for AI from those likely to struggle: data quality, workflow fit, governance, leadership alignment, and implementation capacity.
Sprinklenet AI Newsletter
Most weeks I send one short read on enterprise AI: what’s working in real deployments, what’s not, and what I’d do in your seat.
Jamie Thompson, Founder and CEO