CoCo generative AI project for enterprise productivity
CoCo ties measurable enterprise productivity outcomes, grounded in 19 peer-reviewed studies to knowledge worker performance.enhancements.
CoCo Product
Generative AI Communications Intelligence for the Enterprise
Vital Text, Inc. | Confidential |
THE PROBLEM
Miscommunication is the invisible tax on enterprise productivity. Across engineering, operations, supply chain, and commercial functions, imprecise language drives rework, delays, and compounding errors — at a cost most organizations have never measured and no tool has systematically addressed.
Miscommunication is the invisible tax on enterprise productivity. Across engineering, operations, supply chain, and commercial functions, imprecise language drives rework, delays, and compounding errors — at a cost most organizations have never measured and no tool has systematically addressed.
THE SOLUTION
CoCo applies Generative AI to linguistics analytics — delivering real-time, AI-assisted communications intelligence that measurably improves the precision, clarity, and productivity of enterprise communications across every channel and cohort.
CoCo is not a writing assistant. It is an enterprise productivity engine built on a patented linguistics analytics foundation, validated by 19 peer-reviewed studies, and purpose-built for measurable ROI at scale.
CoCo applies Generative AI to linguistics analytics — delivering real-time, AI-assisted communications intelligence that measurably improves the precision, clarity, and productivity of enterprise communications across every channel and cohort.
CoCo is not a writing assistant. It is an enterprise productivity engine built on a patented linguistics analytics foundation, validated by 19 peer-reviewed studies, and purpose-built for measurable ROI at scale.
PROOF IT WORKS
| 14,000 Active Users Zero marketing spend | 100% Organic Growth Word of mouth only | 30 yrs AI Pedigree Applied AI since 1993
| 14,000 Active Users Zero marketing spend | 100% Organic Growth Word of mouth only | 30 yrs AI Pedigree Applied AI since 1993
MARKET OPPORTUNITY — ILLUSTRATIVE PRO FORMA
Applied to a single major Commercial Airline Mfg. (CAM) enterprise (50k+ employees / $6.48B labor base):
Applied to a single major Commercial Airline Mfg. (CAM) enterprise (50k+ employees / $6.48B labor base):
- 10.2x Base Case ROI $543M gross value
- ~6 wks Payback Period Year 1 cost: $53.5M |
- 4.0x Conservative ROI $212M gross value
Productivity gains of 12%–42.5% are documented across engineering, project management, quality, supply chain, and commercial cohorts — driven by AI-assisted communications precision.
WHY THIS TEAM
- 30-year applied AI practitioner CEO— neural nets (1993), AI fraud detection initiative (1997), patented linguistics analytics (2017)
- Career leadership experience with teams to over 150 software engineering, QA, and Support staff, diverse platforms and languages
- Five successful enterprise software exits including two IPO-track companies and strategic acquisitions by two major technology enterprises
- U.S. Patent (2017) in linguistics analytics — the IP foundation of both the current product and soon CoCo
- Market-validated: 14,000 active users, no marketing, low price point — organic proof of demand
The market and technology have finally arrived where we have been working for thirty years.
Vital Text, Inc. | Confidential | April 2026
Vital Text, Inc. | Confidential | April 2026
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