Speed up manual manufacturing quotes with AI-assisted quoting engine

Speed up manual manufacturing quotes with AI-assisted quoting engine targets a $6.0B = 500,000 manufacturing businesses globally × $12K ACV (annualized CPQ/quoting automation spend per firm) total addressable market with medium saturation and a year-over-year growth rate of 10% YoY — CPQ and manufacturing digitization market growth (Gartner/IDC analyses, 2023-2025 estimates).

Key trends driving demand: Trend — Manufacturers are accelerating digitization of shop-floor and procurement processes, creating demand for integrated quoting and ERP workflows.; Trend — Advances in document parsing and LLMs make it practical to extract BOMs, part specifications, and supplier notes from diverse file formats, enabling automation of previously manual steps.; Trend — Supply-chain volatility and rising labor costs increase the value of faster, more accurate quotes to protect margin and win time-sensitive orders.; Trend — ERP and MRP vendors are opening APIs and partnering with best-of-breed vendors, lowering integration barriers for quoting tools that can embed into existing stacks..