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Yet despite the widespread adoption of Business Information Modeling (BIM) processes, that critical information remains locked inside complex workflows and siloed authoring tools, where it is largely inaccessible to most project stakeholders and systems. This means that when a structural beam moves or a Mechanical, Electrical, and Plumbing (MEP) system changes, contractors can't easily understand the downstream impact on construction scope, materials, or schedule, ",{"_key":87,"_type":36,"marks":88,"text":90},"02089b7f3066",[89],"666ceeeef997","adding an average cost of $860,000 per project",{"_key":92,"_type":36,"marks":93,"text":94},"8182db5ddf72",[],". 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This work used to require manual review of every element across thousands of projects and can now be done in seconds.\"",[],{"_key":147,"_type":32,"children":148,"markDefs":153,"style":60},"26878cefbe3d",[149],{"_key":150,"_type":36,"marks":151,"text":152},"7bacf0bbbee8",[],"\"Speckle has created a data interoperability and infrastructure layer for the 3D space that the industry needs,\" said Jit Kee Chin, Co-Founder and Managing Partner at Suffolk Technologies and EVP and Chief Technology Officer at Suffolk. \"Speckle has allowed us to access model information in a seamless fashion, enabling us to easily apply AI automation to streamline workflows from structural calculations to layout coordination. This democratization of data access is pivotal to the AI-driven future.\"",[],{"_key":155,"_type":32,"children":156,"markDefs":161,"style":60},"1f755c6f2f6a",[157],{"_key":158,"_type":36,"marks":159,"text":160},"bd67aa62ff14",[],"With a normalized data foundation in place, AEC firms can transform change management. By tracking design changes in real time, Speckle surfaces downstream impacts across interconnected building systems and quantifies cost implications before they change orders. 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Suffolk Technologies' investment validates our belief that design intelligence compounds at portfolio scale. Every project becomes fuel for better predictions, every mistake becomes a learning opportunity, every design choice becomes queryable knowledge, and every change becomes traceable and quantifiable.",{"_key":175,"_type":32,"children":176,"markDefs":181,"style":60},"82db4860588f",[177],{"_key":178,"_type":36,"marks":179,"text":180},"4a26cffc83f0",[],"As regulatory requirements, labor shortages, and competitive pressure drive the industry toward greater data maturity, purpose-built data infrastructure has become a prerequisite for unlocking the full potential of AI. 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Speckle’s technology moves the industry one step closer to that vision.",[],{"_key":191,"_type":32,"children":192,"markDefs":197,"style":198},"ca4a47c7fb8a",[193],{"_key":194,"_type":36,"marks":195,"text":196},"2edb62f2367d",[],"About Suffolk Technologies",[],"h2",{"_key":200,"_type":32,"children":201,"markDefs":206,"style":60},"a7a0ae103e48",[202],{"_key":203,"_type":36,"marks":204,"text":205},"dd74edbd76b1",[],"Suffolk Technologies is a venture capital platform funding the next generation of companies solving built environment challenges. Led by Managing Partners Wan Li Zhu, Jit Kee Chin, and Puneet Mahajan, Suffolk Technologies invests in early and growth-stage startups transforming the built world across real estate and development, architecture, engineering and construction, property management, infrastructure, and smart cities. 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