AI that actually produces outcomes. Not just outputs.
The outcomes platform for operations teams running AI. Every output scored against what matters. Misses auto-improved. Your AI gets better every week.
Backed by Forum Ventures. Built for Business Owners and Operators running AI workflows in areas that matter:
Marketing
Customer Success
Billing
Reporting
Built for teams running AI at real scale.
Content marketing. Marketplace operations. Client services. Recruiting. Customer success. If you're running AI across a real business, AQI gives you the score. The fixes compound into a system that runs itself.
Content Ops
Marketplace Ops
Customer Success
Recruiting
Marketplaces
Operations
Without Argo IQ
You're already running AI.
You just want it to keep improving without you in the loop.
AI is running in your business.
But is it driving business results?
Every output measured across the four things that matter with out AQI score.
Is it driving real business results?
Is it right, on-brand, in your voice?
Does it follow your rules?
Does it protect you from risk?
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.
Argo IQ learns your standard from every correction. Models improve automatically. Better outputs without touching a prompt.
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 have built in AI and scaled companies to over 2000 employees
Four 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.
Improve
Every correction trains the model. AQI learns your standard and raises the floor. Permanently.
Execution you can trust
The only platform that runs AND continuously improves your operations
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. Cofounded Taskware, an ML/AI Training Platform for fast growing startups and enterprises. 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.
Start fast. Scale with confidence.
FAQs
Observability tools watch what happened. ArgoIQ scores outputs against your business outcomes AND fixes the ones that miss before they ship. Different layer, different buyer, different outcome.
Yes. We're model-agnostic and stack-agnostic. OpenAI, Claude, Gemini, custom models, Zapier AI, Copilot, Writer, Jasper — whatever your AI stack looks like, we connect to it via webhook or API.
Our deployment agents run a structured conversation with you to understand your workflow, configure the scoring rubric against your business outcomes, and integrate with your stack. You're typically live within two business days, no engineers required on your side.
AQI scores every AI output across four dimensions: business outcomes (is it driving results), correctness (is it right and on-brand), compliance (does it follow your rules), and safety (does it protect you from risk). One composite score, updated live.
Our Start tier at $3K/month covers one workflow. Scale tier at $10K-$30K/month covers multiple workflows. Run tier at $30K-$80K/month covers AI across every team and workflow in your business. Custom pricing available for enterprise.
Mid-market companies ($5M-$50M revenue) running AI across mission-critical work — content marketing, customer success, recruiting, billing, operations, and documentation. If your AI touches your customers, your revenue, or your compliance, we're built for you.
Still have questions?
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