Building with AI since 2020

We build AI systems. We've built companies. Now we build with yours.

Serial entrepreneurs and AI architects deploying production agentic systems inside portfolio companies, growth-stage businesses, and the organizations investors back.

Let's talk about what you're buildingLearn about our background

The problem - Partial AI adoption does not give you partial returns

If one team moves faster with AI while the rest of the organization stays the same, gains stay isolated. You get additive improvement, not operating transformation.

Compound value shows up when connected teams all accelerate and remove shared bottlenecks together. The gap between organizations doing that and those running scattered pilots is widening every quarter.

For sponsors managing portfolios, the gap compounds further. A single company's gains stay isolated when there is no system to replicate them across the fund.

Additive: 5 departments at 3x each
15x
Multiplicative: 3x compounded across 5 departments
243x
Any unresolved bottleneck resets system performance
1x

How we work - How an engagement works

  • 1. Understand. We audit workflows, data architecture, and integrations to find where AI compounds and where it stalls. Whether that is pre-close diligence or a new leadership team's first 30 days, we start with what is real.
  • 2. Build. We embed with your team and ship production agentic systems with governance controls and working infrastructure. Designed to deliver measurable operating value within a 100-day window.
  • 3. Scale. We deploy repeatable playbooks across departments, business units, or portfolio companies. Each deployment compounds the last with fund-level visibility across every rollout.
  • 4. Sustain. We provide ongoing advisory at the builder level, close enough to steer and deep enough to debug. Integrated into your quarterly operating cadence.

Why us - Builders, not advisors

We have been working with AI since 2020, starting with machine learning and large-scale data work coming out of financial services. When agentic AI went mainstream in 2023, we went deep — testing every major framework, finding them all deficient, and building our own. Promethia shipped as a production orchestration system months before frontier players launched their own deep research tools.

We have raised capital, built companies, and sold companies. Because we have been on both sides of the table, we understand what operating value looks like when investors are measuring it. When we deploy AI in your organization, we are not handing over a strategy deck. We are building with you the same way we build our own ventures.

Working with AI since our FinTech exit
2020
Built Promethia before frontier deep research tools shipped
2024
Raised capital, built companies, created exits
Both sides

We do not advise from the sidelines. We deploy where outcomes are on the line.

Soaring Titan, Builder-Operator Team

From our insights - What we're seeing

The Slowest Ritual in the Building: Why Project Management Is the Next Bottleneck

AI is transforming every link in the software development chain — except the one that governs how they connect. When every node compounds, the management cadence becomes the ceiling.

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Compound Intelligence: What Happens When Every Link in the Chain Gets Smarter

In connected workflows, AI performance gains don't accumulate — they multiply. Organizations that achieve compound intelligence across every link operate at a fundamentally different altitude.

Read insight

The Best Time to Experiment with AI Agents Is Right Now. The Worst Way Is Alone.

Why the leaders getting the most from agentic AI are the ones who brought a technical sherpa — and what happens when you skip that step.

Read insight

Let's talk about what you're building

Whether you're deploying AI for the first time or scaling across an organization, we'd like to hear what you're working on.

Start a conversation

projects@soaringtitan.com