Your AI, running itself.
Getting better every week.
ArgoIQ is the outcomes platform for teams running AI. We score every AI output against the business results you care about, improve the ones that miss, and compound those gains into a system that gets sharper every week. You stop watching. Your business stops waiting.
Backed by Forum Ventures. Built by operators who ran Fortune 500 AI quality at scale.
Execution you can trust
You're already running AI.
You just want it to keep improving without you in the loop.
AI is running in your business.
No one is measuring if it works.
Every team is running AI across content, reporting, customer ops, recruiting, and back-office work, and most of it works. But when it misses, nobody knows in real time. The whole system falls back on humans reading every output - the bottleneck you were trying to eliminate is still there. That's the gap ArgoIQ closes.
AI produces outputs but your business needs results. Nothing connects the two.
You can't scale what you can't measure. Every workflow is guesswork.
Mistakes repeat. Nothing gets smarter. Month 12 is the same as month 1.
Close the gap.
Let AI earn its place in your business.
ArgoIQ scores every output, improves the misses, and compounds every correction into a sharper system.
The outcomes platform for teams running AI.
Connect any AI workflow. Live in days, not quarters. No implementation, no consultants.
AQI rates every output against the business outcome that actually matters. Your dashboard, live.
Outputs below your bar get improved automatically. Every correction makes next week's score higher.
The AI-native company you wanted to build.
A system that improves every week on its own.
AQI score that proves your AI is working.
70% cheaper than hiring your own team
8X faster than human teams
Founders that built Helpware to 2,000 people running Fortune 500 AI quality.
Three steps. One loop. Running forever.
Point us at a workflow. We score it, improve it, and keep improving it. You watch the score climb.
Hook Argo into your AI stack. Automation, APIs, LLMs etc.
We watch each run and catch anomalies in real time.
Flagged items get completed by Argo IQ operators or your team.
Finished results return to your tools with clear proof and visibility.
Deploy
Pick a workflow. Our deployment agents configure it against your business outcome. You're running.
Score
AQI scores every output on the dimensions that matter for that workflow. Live, on your dashboard, against your actual KPI.
Fix
Outputs below your bar get improved automatically. The loop closes. Next week's AQI is higher than this week's. Every week.
Others watch AI.
We run the outcomes.
Every completed workflow makes Argo IQ smarter.
Millions of AI outputs plus human correction pairs across verticals.
The new trust benchmark for your AI infrastructure and stakeholders review.
Labs can't objectively grade its own AI model. Our score stays independent.
We’ve done this before.
Cofounded Helpware and scaled to 2,000 people running Fortune 500 AI quality. Built Taskware (Scale AI competitor). Four-time founder, multiple exits.
Built and exited Nativ (acquired by Built, 8-figure exit). Runs ArgoIQ's platform architecture.
Multiple Exits, Experienced Founder and Sales Roles
Former CTO and AI/ML expert. Previously worked with the New York Times on integrations.
