New York · AI Operations · Global Open Innovation
Helping AI companies train better models
and reach the right markets.
I run Trinovation Partners, an AI operations firm that delivers expert-curated data and human feedback for frontier model training, and Elpis Labs, which connects corporate venture teams, investors, and growth-stage AI startups across borders. Behind both: 17 years in enterprise technology, from Gartner and PwC to a $1.2B Dell EMC acquisition.
About
I've spent 17 years at the highest levels of enterprise technology — advising Fortune 500 boards at Gartner, leading large-scale transformation engagements at PwC, and building the New York advisory practice for Virtustream through its $1.2 billion acquisition by Dell EMC.
Today I work on the two problems that decide whether an AI company scales: the quality of the data its models learn from, and access to the customers, partners and markets that turn a model into a business. At Trinovation Partners, we deliver expert-curated data, annotation and human feedback that AI teams use to train and evaluate frontier models. At Elpis Labs, we run open innovation programs that connect corporate venture teams, investors and growth-stage AI startups across borders — from U.S. soft-landings to corporate-to-startup matchmaking.
Before this, I was a founding team member and Managing Director at Naitiv, a private equity-backed premium ServiceNow partner, where I led AI adoption and strategy for financial services and insurance. I still invest through Quadratic VC and Symbious Capital. Strategy without execution is just theory — I build through it.
Ventures & Portfolio
Managing Principal · Founder
AI operations firm delivering expert-curated training data, annotation, and human feedback for teams building frontier and production AI models — from venture-backed startups to growth-stage AI companies. Computer vision, spatial computing, and robotics data, with domain-trained teams deployed in 1–2 weeks. Clients include Morgan Stanley, SOSV portfolio companies, and YC-backed AI startups.
Managing Partner · Founded 2014
Open innovation and market access firm bridging corporations, government agencies, and international startups. Specializes in U.S. soft-landing programs, corporate-to-startup matchmaking, and trade missions for global innovation entry.
Former Managing Director · Founding Team
Private equity-backed premium ServiceNow partner and AI-native consultancy. As Managing Director, I led AI adoption and strategy for regulated industries — financial services and insurance — on the ServiceNow platform.
Former COO
ServiceNow and CRM consulting firm delivering 500+ enterprise implementations through a multi-shore model — 40–60% cost savings vs Big 4 firms. Now merged with Naitiv to form the leading AI-native ServiceNow consultancy.
AI-powered document ingestion and automation platform. Reduces data entry time by 70% and operational costs by 60% — enabling enterprise teams to move from manual document processing to intelligent, automated workflows.
Co-Founder & COO
Modern financial analysis platform combining machine learning with multi-source data aggregation. Built as an accessible alternative to legacy platforms like Bloomberg — delivering institutional-grade insight to financial professionals and investors.
Investing
I invest in Seed through Series C companies building at the intersection of enterprise AI, payments infrastructure, and intelligent workflow automation. My edge is operational — I've sat in the seat, scaled the team, and navigated the enterprise sale.
I back founders who are obsessed with real business outcomes, not just technology for its own sake. Regulated industries — insurance, financial services, healthcare — are where I see the greatest AI displacement and the most durable moats.
AI-native platforms, agentic workflows, and governance infrastructure for regulated industries.
Next-generation payment rails, embedded finance, and financial data platforms.
Companies with strong product but needing go-to-market acceleration — my operational sweet spot.
Global investment syndicate actively co-investing across Seed to Series C rounds. Focus on frontier technology with a network of 100+ operators and angels.
Seed-to-Series VC firm targeting frontier technology companies. Emphasis on AI, deep tech, and infrastructure businesses with strong commercial potential.
Angel investing through the ARC Fund (New York) and as a Partner at Analect Ventures — backing exceptional founders at the earliest stages.
Press & Media
Current thinking on Enterprise AI — and a decade of building things worth covering.
Recent Thinking
Three weeks running AI assistants on my own hardware instead of in a browser tab. A top 5 of what's actually worth using — and the complacency problem nobody puts in the roundup.
Read the articleStrong teams answer with specifics — compliance processes, outcome ownership, drift management. Weak teams answer with confidence. On quality as an operating discipline, not a slide in a proposal.
Read on LinkedInWhy evaluation questions reveal execution risk earlier than technical demos: how teams handle ambiguity, where projects slow down, and which assumptions are most likely to prove wrong.
Read on LinkedInPress & Features
Featured for co-founding Saucey Sauce Co. — Ken quoted on making Vietnamese sauce mainstream: "I think it's the unsung hero of the culinary category."
Read on ABC NewsBBC Business News video interview with Ken Huynh on balancing an NYU Stern MBA with scaling a consumer brand — navigating capital, growth, and enterprise skills simultaneously.
Video interviewTrade press feature on Saucey Sauce's expansion into Whole Foods, Fairway, and Bed Bath & Beyond — Ken quoted on the market opportunity in accessible Vietnamese cooking.
Read on FoodNavigator-USAFeatured alongside the NYC food startup ecosystem as part of a broader piece on the city's emerging food entrepreneurship scene.
Read on Edible ManhattanKen and Toan Huynh featured as food artisans in the Pan-Asian Banquet chapter, contributing the Sweet Ginger Pork Belly recipe alongside Saucey Sauce's story.
"Every financial professional knows what it feels like to have too much to do in limited time." The founding thesis behind building a Bloomberg alternative for the modern investor.
Read on MediumPodcast Appearances
Food Innovators by Food-X
The origin story from Smorgasburg to national distribution at Whole Foods — discussing product-market fit, food entrepreneurship, and lessons from the Food-X accelerator (Cohort IV).
After Hour Projects
On building successful side projects, angel investing through the ARC Fund, and the NYC tech ecosystem — including a three-step framework: Ideation, Market Research, and Setup.
"Disruption happens, whether in times of contraction or acceleration — it's the pace of change that shifts."
— Kenneth Huynh, VC Panel on the State of the Market
Get in Touch
Open to advisory engagements, co-investment, speaking, and conversations with founders who are serious about enterprise commercialization.