From the AXI Blog
Insights on design, development, AI automation, and building modern digital products.
What Is Model Context Protocol (MCP)? A 2026 Guide
Model Context Protocol (MCP) is the standard that lets AI agents plug into your tools and data. Here is what MCP is and why it matters in 2026.
Read more →How AI Cut Insurance Claims Processing Time by 68%
A case study on the AI claims processing system we built for a mid-market insurer that slashed cycle time, cut leakage, and freed 9,000 hours a year.
How We Optimize Client Content for AI Answer Engines
An inside look at our answer engine optimization process: the AEO and GEO tactics we use to get clients cited by ChatGPT, Perplexity, and AI search.
How to Measure AI ROI in 2026 (Without Fooling Yourself)
Most teams measure AI ROI wrong. Here's the framework we use to track real return on AI investment, with the metrics that actually predict success.
AI HR Automation: 6 Workflows That Save People Teams Hours
AI HR automation cuts busywork across hiring, onboarding, and support. Here are 6 workflows people teams can deploy now to reclaim hours every week.
RAG vs Fine-Tuning: How to Choose for Your AI Project
RAG vs fine-tuning is the wrong question for most teams. Here's a practical framework for choosing the right approach, with real cost and accuracy tradeoffs.
How We Engineer Prompts for Production AI Agents
Inside AXI's prompt engineering process for production AI agents: the structure, the guardrails, and the testing loop that keeps outputs reliable at scale.
AI Invoice Processing: How We Cut AP Time 82%
A finance ops case study on AI invoice processing automation that cut accounts payable time by 82% and eliminated late-payment fees.
How We Ship Production AI Agents in Six Weeks
Inside the AXI sprint process for shipping production AI agents in six weeks. The phases, the constraints, and the trade-offs that let us move this fast.
How AI Cut Customer Churn by 41% for a B2B SaaS Company
A B2B SaaS team used AI churn prediction and automated retention plays to cut net revenue churn by 41% in 90 days. Here's the exact playbook.
AI Marketing Automation: 6 Workflows That Drive Pipeline
Six AI marketing automation workflows that turn scattered campaigns into a predictable pipeline machine. Less manual work, more qualified leads, faster results.
Shadow AI: The Hidden Risk Inside Your Company in 2026
Most employees now use AI tools their IT team doesn't know about. Here's what shadow AI looks like in 2026 and how to handle it without killing productivity.
Automate Outbound Sales: 6 AI Workflows That Book More Meetings
Six AI automation workflows that turn outbound sales into a predictable meeting machine. Less manual prospecting, more pipeline, no SDR burnout.
