About

Technology that fills in the gaps

Tirion started with a simple observation: good data and honest analysis shouldn't require an enterprise budget. Smaller teams deserve real tools too.

The company

Do more with less

The best advancement teams aren't always the biggest. Sometimes it's one or two people with good instincts and not enough hours in the day. Tirion is built for that reality — technology that handles the data wrangling so you can focus on the relationships.

We combine public data sources — property records, SEC filings, FEC contributions, IRS 990 data, and more — into linked, source-cited profiles. Every data point traces to its origin. Every confidence level is visible.

Tirion isn't a lookup tool. It's an intelligence platform that connects dots across fragmented public records and delivers complete pictures of your prospects. We also offer an API for teams that want to integrate Tirion data directly into their own workflows.

Founded
2026
Headquarters
Alexandria, Virginia
Focus
Wealth intelligence for advancement
Database
93 GB+ across 15+ sources
Property records
100M+ parcels, 50 states
Access
Web app & API
How you can use it

Three ways to access Tirion

Web application
Search prospects, view profiles, run analytics, and generate reports. The full platform in your browser — no installation required.
app.tiriondata.com
REST API
Integrate Tirion data into your CRM, data warehouse, or custom applications. Structured JSON responses with full source attribution.
api.tiriondata.com
Python SDK
For data teams that want programmatic access. Search, enrich, and analyze prospect data directly from Python scripts and notebooks.
Available on request
The team (all one of me)
JC
John Connelly
Founder & CEO

John has spent over 15 years in prospect development at Georgetown University, Northwestern University, and Rochester Institute of Technology. His passion has always been bringing technology in to make things more efficient — using Python, SQL, and whatever tools are at hand to help teams do more with less.

At Georgetown, as Senior Director of Prospect Development, he manages the research operation that supports one of the country's largest university fundraising programs. At Northwestern, he specialized in international prospect research — identifying and evaluating prospects across borders using public records, financial filings, and open-source intelligence methods.

Before higher ed, John interned at the U.S. Department of State, researching open-source intelligence on Eurasian and European affairs for the Chair of Eurasian Studies. He holds a B.S. in International Studies from Rochester Institute of Technology.

On the side, John builds things — both physical and digital. He runs a home lab with multiple servers and a managed network, where he taught himself Linux administration, PostgreSQL, Python data engineering, and cloud infrastructure across AWS, Digital Ocean, and Google Cloud. That tinkering became the foundation for Tirion: a 93 GB database built from scratch by collecting public records directly from county assessors, the SEC, the IRS, and the FEC.

2021 – present
Senior Director, Prospect Development
Georgetown University
2018 – 2021
Director, Prospect Research & Management
Georgetown University
2011 – 2017
Associate Director, International Prospect Research
Northwestern University
2010 – 2011
Prospect Researcher
Rochester Institute of Technology
2008
Research Intern, Chair of Eurasian Studies
U.S. Department of State
Outside of work
Hiking Woodworking Home lab Linux Building things
How we build

One person and a lot of AI

Tirion is a one-person company. That's not a disclaimer — it's the point. Modern AI makes it possible for a single person with domain expertise to build things that used to require a full engineering team. We think that's worth being upfront about.

AI writes code alongside us. AI helps process and match records. AI assists with research and analysis. We use it extensively, and we label it everywhere — in our data confidence tiers, in our entity resolution pipeline, and yes, in building this very website.

We believe AI is a tool, like a hammer or a SQL query. What matters is the judgment behind it, the honesty about where it was used, and the willingness to verify what it produces. That's how we build.

What we believe

A few things we hold to

The small things carry the weight
The biggest campaigns are won by researchers who notice what everyone else missed. One property record, one filing, one connection — that's where the signal is. We build for the people who do that quiet, careful work.
Say what you know. Say what you don't.
Uncertainty isn't a failure — it's information. A confidence tier that says "inferred" is more useful than a score that hides its reasoning. We'd rather give you an honest "we're not sure" than a confident wrong answer.
Do what you can, with what you have, where you are
You don't need a perfect dataset to do good work. You don't need a ten-person team to make a difference. Start with what's available, build from there, and keep going. That's how Tirion was built, and that's who Tirion is for.
No one is an island
Every person exists in a web of relationships, affiliations, and communities. That's true of the people you're researching, and it's true of you. Tirion is built to map those connections — not to reduce people to numbers, but to understand the full picture.
The race is long
Building something real takes time. Data coverage grows county by county. Entity resolution improves match by match. We're not trying to be done — we're trying to be a little better every day. That's the work.
Beauty is in the structure
There's something satisfying about clean data, a well-linked profile, a source chain that holds up under scrutiny. We care about craft — not because it's efficient, but because it's right. The details matter even when no one's looking.

See what others miss

We're onboarding a small group of advancement teams for early access. See how Tirion works with your prospect list.

Get early access