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BottleneckLabs builds AI automation systems for engineering firms, operations teams, and enterprise operators who lose time and revenue to manual work. We don't sell software. We embed with leadership, audit where work is actually getting stuck, and build the systems that fix it. Custom AI assessments, document intelligence, proposal automation, compliance verification, and operational copilots, deployed on top of your existing stack. How we work: AI and Innovation Assessments. A diagnostic and roadmap for leadership teams who know AI matters but don't have a credible internal plan. Output is a prioritized list of automations, ROI estimates, and a 90-day implementation path. Document and proposal automation. Natural language search across SharePoint, project archives, and CAD systems. RFP responses generated from your historical wins. 60 to 70% time savings on proposal creation. 83% faster document retrieval. Compliance and standards verification. Automated checks of P&IDs and drawings against ASME, CSA, and NFPA codes. Removes the manual review bottleneck without replacing the engineer's judgment. Custom AI agents and workflows. Built on frontier models, integrated with your tooling, owned by you. Built with direct input from Canadian and US engineering firms managing $10M plus projects. No rip and replace. We layer on top of what you already have. If your team is losing 20 plus hours a week to information that should be one query away, that is the bottleneck. We fix it.