Prove AI ROI pre-PoC with document automation, measure process outcomes

Prove AI ROI pre-PoC with document automation, measure process outcomes targets a $6.0B = 40,000 mid/large enterprises x $150K ACV. Assumes target buyers are mid and large firms with repeated high-volume document workflows (finance, insurance, legal, procurement) willing to pay enterprise ACV to automate and measure process ROI. total addressable market with medium saturation and a year-over-year growth rate of 15-25% CAGR driven by digital transformation and RPA/AI convergence.

Key trends driving demand: RPA and AI convergence -- buyers expect document automation to plug into existing RPA flows and deliver measurable process improvements.; ERP modernization and cloud migration -- cloud ERPs like SAP create demand for prebuilt connectors that can measure impact on core processes.; Outcome-focused procurement -- procurement teams now require measurable KPIs and short timelines before approving larger AI investments.; Improved extraction tech -- modern OCR and ML extractors reduce error rates, making process metrics reliable enough to compute ROI..