How Ekolabs AI built an end-to-end AI platform that replaced manual research workflows, achieved over 80% classification accuracy, and enabled new revenue streams for a B2B SaaS company.
A B2B SaaS company specializing in competitive intelligence and value selling automation needed to build a platform capable of analyzing thousands of company websites automatically. There was no engineering team, no architecture, and no infrastructure. Ekolabs embedded a dedicated team covering architecture, full-stack development, AI/ML, DevOps, and QA. The resulting platform automates content discovery, LLM-driven classification, and proprietary scoring across thousands of organizations. The engagement produced a jointly filed U.S. Provisional Patent Application (No. 63/888,831) and enabled the client to launch entirely new lines of business.
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