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Distributional: The AI Analytics Stack
From $30M funding to production AI monitoring - a deep dive into the startup defining AI observability
While everyone builds AI models, few know how to monitor them in production. Distributional is building the analytics layer for this exact problem, backed by $30M and a clear mandate: turn AI logs into actionable intelligence.
"Distributional isn't just another AI tool—they're building the essential infrastructure for production AI that nobody else is tackling with this level of focus."
The Founder DNA
Led by Scott Clark (ex-IBM, Apple) and a team of seasoned engineers, Distributional's leadership reads like a who's who of machine learning veterans. With Renaud Bourassa as Chief Architect and Keith Laban heading engineering, they're building for scale from day one. The team's pedigree suggests they've seen the pain of production AI firsthand.
The Funding Story
A $30M war chest for a company with 38 employees and $5M in revenue signals aggressive growth expectations. Their backers aren't betting on a pivot—they're betting on a category-defining platform. The capital gives them 2-3 years of runway at current burn rates to capture the AI observability market before incumbents wake up.
The traffic tells a story of early-stage enterprise focus. With only 3,450 monthly visits and a global rank of #5M, Distributional isn't chasing mass-market adoption. Instead, they're targeting high-value enterprise contracts where AI observability is mission-critical. The 39% direct traffic share suggests brand recognition among technical decision-makers who know exactly what they're looking for.
- Product-market fit for AI engineers drowning in production logs
- Enterprise-first GTM strategy with $30M to execute it
- Technical moat: specialized analytics for AI behavioral signals
- Strong founder-market fit with ML veterans at the helm
The Bottom Line
Distributional is betting that every AI company will need production observability. With $30M in funding and a focused team, they're building the category before it becomes a checkbox feature for every cloud provider.
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Meta Tags
Distributional | Understand your AI products
Distributional is an analytics platform for production AI products, it helps you discover and track hidden behavioral signals in your production AI logs
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About distributional.com
Distributional is an analytics platform for production AI products, it helps you discover and track hidden behavioral signals in your production AI logs
Company Overview
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Technology Stack
distributional.com uses 14 technologies across their website including HSTS, Webflow, cdnjs, jsDelivr, and more.
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HSTS
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Webflow
CDN
cdnjs, jsDelivr
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AWS CloudFront, Cloudflare
Analytics & Marketing
Fathom
Performance
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Traffic & Audience
distributional.com receives approximately 3.5K monthly visitors and ranks #5,115,123 globally. The website has a bounce rate of 52% with visitors viewing an average of 1.6 pages per visit. Users spend an average of 0:10 on the site.
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