By The Numbers
Two kinds of numbers: independent research on where enterprise AI actually succeeds, and Vortec AI's own delivery record. We do not invent metrics, and every figure is attributed.
Most enterprise AI spend never reaches production. The research below explains why, and each finding points at how Vortec AI is built to land on the other side of that divide.
Every figure below is from the 2025 MIT report from its NANDA initiative, The GenAI Divide: State of AI in Business 2025 (July 2025).
of enterprise generative-AI pilots delivered no measurable P&L impact, most for delivery reasons rather than the model itself.
We ship to production with an audit trail, not demos. A measurable outcome is the point of the engagement.
of custom enterprise AI tools actually reach production.
Our Deploy and Handoff step exists so the build reaches production and your team can own and run it.
Externally partnered builds reached deployment about twice as often as internal ones (about 67% vs about 33%).
This is the pilot-rescue thesis: disciplined, externally partnered delivery reaches production far more often.
Mid-market companies move from pilot to full implementation in about 90 days, versus nine months or longer at large enterprises.
Vortec AI scopes and starts in weeks. Mid-market speed is a structural advantage, not a corner cut.
of enterprise GenAI budgets go to sales and marketing pilots, yet the highest measured ROI is in back-office automation: invoice processing, document workflows, and contract administration.
This maps directly to our document-automation focus, where the measured return actually lands.
is the estimated scale of enterprise GenAI spending behind these results.
The spend is real and mostly unrealized. Security-first, production-grade delivery is how it turns into P&L.
Source: MIT NANDA initiative, The GenAI Divide: State of AI in Business 2025 (July 2025).
First-party delivery metrics, distinct from the third-party research above.
U.S.-Based Team. San Francisco, CA.
Projects Delivered. Across 10+ industries.
Faster Delivery. vs. offshore baseline.
Cost Savings. On total program spend.
Tell us the workflow that wastes the most time. Vortec AI scopes it and quotes a fixed price within one business day.