About us

Crafting excellence. The Edgemesh way.

Every dimension. Any segment. Zero sampling.

Our ethos

A personal note from Jake Loveless

Most companies have an “About Us” page filled with splashy marketing copy and bullet points that say little about who they truly are or what they stand for. While much of our site is crafted by our exceptional marketing team, I felt it was important to share my story and our core values in my voice.

At Edgemesh, we are a team of mathematicians and senior engineers, united by a singular focus: building exceptional products and collaborating with exceptional people. My journey, along with the founding engineering team’s, began on Wall Street, where we honed our craft by developing high-frequency trading systems.

The level of rigor required to capture and analyze data in that environment, where milliseconds mean the difference between success and failure, is the foundation of what we’ve built at Edgemesh. Our approach is rooted in first principles, guided by precision and purpose.

From day one, we’ve taken a different path. We started this company with our own funds and have no institutional investors. This independence allows us to operate without the pressure of short-term revenue goals or external demands to cut corners in how we build and market our products.

This isn’t meant to cast judgment on companies that take a different approach. But our path is unique, and it’s important to me that prospective customers, partners, and employees understand our principles.

What follows is a reflection on how we approach software and business. It might not align with your values or expectations, and that’s okay. But if it does resonate with you, we’d love the opportunity to connect.

Jake Loveless, co-founder and CEO of Edgemesh
Jake LovelessCo-founder and CEO
Jake Loveless signature
First principlesPrecisionIndependenceDurabilityMeasurement

Built to endure

Why most software falls short.

The truth is, most software isn’t really software. It’s a patchwork of other people’s tools glued together, managed databases bolted onto analytics products, wrapped in marketing spin. That’s not innovation; it’s assembly.

At Edgemesh, we believe software should be an artifact, something designed to last, like the code written in the 1970s that still runs on your laptop or phone today. Our proprietary database has powered our platform for over a decade, and it will continue to do so for years to come. This is the craft of engineering at its best: building technology that endures.

The hard truth

Building real software is hard.

It’s not just about writing code; it’s a craft requiring precision, discipline, and experience. On Wall Street, where I spent much of my career, software cannot be fragile. You don’t sell duct-taped solutions to jet propulsion labs or high-frequency trading desks.

In many other industries, low-cost, low-quality software has become the norm. Sometimes cheap and easy is fine. When it comes to performance-critical systems, shortcuts aren’t just risky. They’re irresponsible.

Two kinds of companies

The founding culture always shows up in the product.

01

Engineer-founded

They focus on building high-quality, innovative products. Craft, reliability, and the hard problem lead; marketing has to explain the substance.

02

Marketing-founded

They excel at selling, but often deliver poor-quality products because they don’t understand what they’re building. When you don’t understand software, you don’t see the damage it can do: broken websites, leaked data, and tainted measurements.

Edgemesh, built differently

No shortcuts in the parts that matter.

Every line of code we write, every system we deploy, and every solution we deliver is built in-house. Depending on thirteen vendors for critical components creates fragility, rising costs, and scaling problems.

01

Do no harm

Safety is the first design goal. Dynamic and static content must be handled correctly so optimization never exposes personal data or breaks a storefront.

02

Measurement comes first

If you can’t measure performance, you can’t improve it. Our tools provide real-time insight into what users experience and whether the work made it better.

03

White-glove service

We’re not chasing volume. Every customer gets personalized support from people who know their store, their data, and the details that make the implementation different.

04

We build our own stack

From our database to our edge code, messaging layer, and real-user measurement client, the critical components are ours. That means we can scale them and fix them ourselves.

Why it matters

Data should empower, not confuse.

Our platform gives merchants and developers an unfiltered, real-time view of how users experience their sites without sampling, guesswork, or hidden black boxes.

The same rigor that once captured microseconds on a trading floor is the rigor we now bring to how brands invest in growth. Edgemesh Allocation runs Meta and Google like a portfolio: every ad set treated as an asset, re-paced daily to a benchmark we set with you. It’s the natural extension of everything above: measure honestly, build it ourselves, and put our own fee on the line for the result.

Every dimension. Any segment. Zero sampling.

See your data like never before.