Strategy
5 min read
May 2025
Why Most AI Automation Projects Fail Before They Start
After 50+ production deployments, the failure pattern is consistent - and it almost never has anything to do with the technology.
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Technical
6 min read
April 2025
MCP in Production: Giving Your Team a Natural Language Interface to Their Own Business
Most dashboards answer the questions you thought to ask when you built them. MCP changes that - your data becomes something you can have a conversation with.
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Voice AI
7 min read
March 2025
Voice AI in 2025: Lessons from Live Deployments
Voice AI has moved from demo to production. These are the lessons that do not show up in the product demos - latency, fallback design, CRM integration, and when not to deploy it.
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