Author: Julia Kingsley (MBA ’26) is a Full-Time MBA candidate at NYU Stern and the CEO of Context Data, a startup helping property & casualty insurance claims processors and adjusters eliminate backlogs by cutting document review and research time in half. She is currently participating in the NYU Leslie E-Lab Summer Accelerator Program. Julia earned her undergraduate degree in Accounting and Finance and her Master’s in Accounting from NYU Stern in 2019, where she was also a member of the NYU Varsity Soccer Team and served as President of Alpha Epsilon Phi. Prior to returning to Stern for her MBA, she worked in Banking & Capital Markets at PwC and later in Private Equity Secondaries at Blackstone Strategic Partners.
At NYU Stern, students benefit from a robust entrepreneurial ecosystem that includes access to the Berkley Center for Entrepreneurship, the Endless Frontier Labs accelerator, and experiential learning opportunities like Stern Solutions, all of which help turn big ideas into bold ventures.
Tech:NYC’s “Companies to Watch: From Campus to Capital” spotlights student founders from New York City’s leading universities who are turning academic insight into real-world innovation. Among the featured founders is Julia Kingsley (NYU Stern MBA ’26), who launched ContextData, a secure, AI-powered agent that helps businesses automate internal tasks while maintaining control of their proprietary data. Her story is one of several in the article that highlight how NYC-based student founders are building the next wave of impactful companies.
What does your company do? What problem is it working to solve?
Context Data helps SMBs and lean teams turn internal data, documents, and systems into secure, custom AI tools, like internal apps and customer chatbots, without any engineering resources. With employees pasting sensitive data into public AI tools, we solve the security risk by delivering private, behind-the-firewall AI applications and agents built on SOC 2-certified infrastructure. Companies unlock insights, faster decision making and productivity without compromising privacy.
A question we like to ask every founder – why New York?
I’ve lived here nearly a decade — it’s New York or nowhere. New York is also one of the best places to launch a platform like ours given our core financial services, research and online retail focus; so many of our potential customers are here. Plus, the ambition, urgency, and energy push you to move faster and think bigger.
As a student founder, how have you gone about building your team and establishing a startup culture while balancing academics?
It’s not easy — I’m working harder than I did in private equity, but it’s 10x more fun. We’ve built a team with complementary strengths and trust. Stern’s network and resources have been game-changing for finding talent, customers, and staying focused on what matters.
As a founder, what are your self-care routines to recharge while still being heads down building a company?
My self-care is a good sweat. I hit AARMY for workouts and go to Othership for sauna and cold plunge resets. Just as important, I carve out time to be fully present with my classmates, friends, and family. It’s the only way to stay grounded while building something this intense.
What’s next on the roadmap that you’re excited about?
We’re launching a white-label platform that lets companies fully own and deploy their AI agents internally along with a lite open source version. It means tighter security, easier system integration, and full control.
Time for some New York-themed rapid fire questions – where’s your favorite place to grab a slice of pizza in New York?
Well, I’m sorry to say that I have a dairy allergy so pizza isn’t often on my mind. But, I do love the marina slice at Fini in Williamsburg.
Where’s your favorite coffee shop in New York?
Madman coffee on University Place.
What’s one piece of advice – that you’ve shared or was shared with you – on building a startup in New York City?
The three R’s — relationships, relationships, relationships. Build them, make sure they are genuine, and get to know them outside of business.
Read the full article: Companies to Watch: From Campus to Capital