The Starting Point

Two-thirds of enterprises are building AI agents in-house, yet sixty-two percent lack a clear starting point—mirroring historical technology waves like railroads and dot-com where urgency outpaced understanding. Surveys from Team8, Lyzr, IBM, and LangChain show that while seventy percent of enterprises have agents in production and executives call the technology strategically vital, scaled deployments return only seven to eighteen percent ROI. The dominant pattern is build-over-buy, inverting previous enterprise adoption models where vendors like SAP, Salesforce, and AWS led with packaged platforms.