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Redpoll.ai: The Data Quality Fixer
A tiny 5-person team tackling the billion-dollar data quality problem with AI.
In a world obsessed with massive models, Redpoll.ai is betting that the real bottleneck isn't intelligence—it's the dirty data feeding it. They aren't building the next LLM; they're building the guardrails for the ones we already have.
""Data aren't messy, processes are.""
The Problem They Solve
Redpoll attacks the silent killer of ML pipelines: bad data. Rather than manual debugging, they use automated change-point detection to spot where data distributions shift. Their flagship tool, Plover, builds a model of your data to identify errors before they corrupt your model's performance.
The Technical Edge
Their search traffic reveals their DNA. Users aren't looking for 'no-code' tools; they're searching for 'Gaussian based Bayesian online process change point' and 'Python change point detection.' Redpoll speaks the language of senior ML engineers, offering deep statistical rigor rather than surface-level band-aids.
The company's narrative is one of focused precision. With a lean team of 5 led by Principal ML Engineers Michael Schmidt and Chad Scherrer, they operate like a specialized research lab. Their revenue of $0.4M is significant not for its size, but for what it represents: validation from technical buyers willing to pay for algorithmic data integrity.
- Specialized in Bayesian change-point detection (not generic monitoring).
- API-first approach: 'From deployment to action in a few lines of code.'
- Targets the intersection of DevOps and Data Science workflows.
The Silent Giant Playbook
Redpoll is building the essential plumbing for the AI stack. While others chase hype, they solve the unsexy, high-value problem of data reliability.
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Cultivate information and improve your data's most important function: to help you learn.
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About redpoll.ai
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Technology Stack
redpoll.ai uses 7 technologies across their website including HSTS, Fastly, Formspree, and more.
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Traffic & Audience
redpoll.ai receives approximately 2.1K monthly visitors and ranks #9,319,690 globally. The website has a bounce rate of 39% with visitors viewing an average of 1.1 pages per visit. Users spend an average of 0:00 on the site.
The majority of redpoll.ai's traffic comes from undefined, .
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