Tony Daggett

I've sat on both sides of this work. I've built the plumbing it depends on, and I've watched well-built systems fail through the one question nobody asked. That second experience turned out to be the valuable one.

At Fidelity I built default-probability models and the risk infrastructure that watched $70–120B in trading exposures. At Semanteon Capital I designed systematic trading strategies, ran them with live capital, and built the data platform they sat on.

At Commsafe AI I built NLP and LLM systems that flagged high-risk communications in real time; the work generated $3.1M in funding.

ARDInsights started in 2022 as an advisory practice. In 2026 it became the whole job: bringing that caliber of system to businesses that could never have bought it before. I answer for the work: I set the scope, direct the build, and check everything before it goes out.