AI Breaks.
We Fix the Last Mile.

Argo IQ is the oversight layer that sits between your AI stack and your business outcomes — monitoring every output, catching failures, and delivering verified results with a full audit trail.

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Backed by Forum Ventures & operators building the future of AI execution.

The Problem We're Built For

The AI doesn't know it's wrong. That's the problem.

Companies deployed AI and expected productivity gains. Instead they got $4.4M in average annual losses, 4.3 hours per employee per week spent verifying AI outputs, and $9,000 per employee per year in hallucination overhead.

What We Do

How Argo IQ Works

Monitor

Score every automation. Detect anomalies in real time.

Fix

AI + human-in-the-loop operators correct outputs before they hit your business.

Report

Full audit trail. Accuracy scores. Cost and time savings, quantified.

Why Argo IQ

What Makes Argo IQ Different

Can we trust this if our AI changes?
LLM-independent. Works with any model. Your workflows and business logic never leave your servers.
Won't OpenAI or Anthropic just build this?
Maybe. But a model company can't objectively verify its own output. We have no model to protect, just your results.
Does it get smarter over time?
Every workflow we oversee trains our system on that exact use case. General-purpose AI can never replicate that specificity.
Team behind Argo IQ

4x Founders. Multiple Exits.
One Problem Worth Solving

Trenton Hughes
CEO

Cofounded Helpware (2k+ agents), Built Taskware (Scale AI competitor) exited multiple companies

Adam Kerr
CTO

Built and exited proptech platform Nativ to Built - 8 Figure Exit

Scott Frazier
CMO

Multiple Exits, Experienced Founder and Sales Roles

Patrick Hennessey
Lead Engineer

Former CTO and AI/ML expert. Previously worked with the New York Times on integrations.

Real results from real operators

Execution you can trust

“We had 100 vendors stuck for six months. Argo IQ fixed it overnight.”
Kimi Green
Co-Founder of Sam’s List
"What Argo IQ is building is critical for every company that is trying to save time & money in back office work."
Deirdre Clute
Founder at Rightfoot
"Argo IQ is the first system I’ve seen that makes AI accurate, accountable, and safe to scale in the real world."
Amy Misnik
GP @ 9FB Capital
Our Mission

We spent 7 years fixing workflows by hand. Argo IQ is the platform we wished existed.

AI is getting deployed everywhere. Nobody is verifying the output.

We spent 7 years manually catching AI failures for real businesses — building the processes, the correction workflows, and the quality standards that most companies skip entirely. We saw the same problem at every scale: the AI looked fine until it wasn't, and by then the damage was done.

ArgoIQ is the platform we wished existed. An oversight layer that monitors every output, catches failures before they hit your business, and gives you a full audit trail — independent of every model company, with no AI to protect but yours.

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