Static models plateau. Adaptive agents win.

Turn your AI agents into experts

Quotient transforms your static models into evolving agents that learn in production and specialize in your domain.

One time, 5-minute setup

One-time 5-minute setup

Continuous Improvement

Improvement never stops

Expertise AI
GuestButler
Holp AI
Jaide Health
Max Good
MongoDB
Nomic
Nvidia Inception Program
Qdrant
Tavily
Wayfair
broadhead.
vidavox
Expertise AI
GuestButler
Holp AI
Jaide Health
Max Good
MongoDB
Nomic
Nvidia Inception Program
Qdrant
Tavily
Wayfair
broadhead.
vidavox

The impact of post-training intelligence

14%
MORE ACCURATE
Than frontier models
80%
LOWER INFERENCE COSTS
Without compromising quality
6.5X
FASTER DEPLOYMENT
From prototype to production
The Full Stack for Product Superintelligence

Monitor, evaluate, and reinforce
your agents, automatically

Plug in to stream telemetry

Connect Quotient to your agents in minutes, and give them the awareness to learn from real-world data.

Detect issues instantly

Evaluator models track interactions, spotting reasoning errors, hallucinations, and regressions before they impact users.

Learn from each interaction

Every interaction is training data. Quotient fine-tunes and redeploys stronger models continuously.

Specialized agents across industries

Coding

Coding

+12% increased accuracy for code generation and tool use

Finance

Finance

+15% fewer critical errors in financial analysis workflows

Legal

Legal

+18% higher first-pass acceptance for legal drafts

Customer Support

Customer Support

-15% fewer escalations with faster issue resolution

Marketing

Marketing

-18% less manual editing for generated content

Security Incident Response

Security Incident Response

+15% faster incident resolution with fewer procedural errors

Sales

Sales

+10% more consistent follow-ups across sales workflows

SREs

SREs

-12% fewer runbook errors during on-call incidents

Created by
engineers behind
GitHub Copilot

At GitHub, we built the telemetry and evaluation infrastructure behind Copilot — and learned that the biggest gains in AI quality come from real-world feedback.

We founded Quotient to make that feedback loop accessible to teams building agents today, so they can improve from real usage and specialize in real workflows.

Julia Neagu
Julia Neagu
CEO
Freddie Vargus
Freddie Vargus
CTO

Integrates in minutes

Quotient connects to your existing agent stack with a simple SDK.

Read the Docs
Smolagents Copy
OpenAI
Anthropic
LangChain
Agno
LangGraph
Qdrant
Pinecone
Chroma
Smolagents
OpenAI Copy
Four curved lines surround orange circle in gradient design on white background with dark purple accents.

Leading AI teams build with Quotient

Quotient is now an essential part of our stack

"Quotient has been a real game-changer and is now an essential part of our infrastructure stack. Having this high level of monitoring and transparency has even factored into our investor due diligence conversations. Our users trust us to have the best AI search solution, and we trust Quotient."

Rotem Weiss

Rotem Weiss

CEO & Co-Founder of Tavily
The easiest setup by far, and also the most relevant feedback

“Setup was 10x easier than comparable tools like Weave, and the feedback is much more actionable: instead of flagging tons of tiny semantic/borderline issues, it makes it clear what’s actually wrong and worth fixing.”

Principal AI Product Lead

Principal AI Product Lead

Public-interest government data organization
Quotient is integral to our ability to scale

“We work with sensitive, high-context AI use cases, so hallucinations are a real reputational risk. Quotient gives us visibility into when and why hallucinations happen, so we can catch and fix them early. That level of monitoring helps us build trust with our customers and their end users, who expect perfection.”

Mishkin Berteig

Mishkin Berteig

CEO & Founder of MaxGood.work
Quotient helps us deliver practical AI sales agents

“Quotient's platform enables us to conduct fast experimentations within our system, whether related to our generative models or influenced by our retrieval system and data pipeline. We can quickly connect these individual components back to the overall product, resulting in high quality for our customers.”

Hao Sheng

Hao Sheng

CEO & Founder of Expertise AI
Quotient helps us demonstrate reliability and trustworthiness

“We want to ship the best product possible and make sure our assistant doesn’t hallucinate. We’re making big changes to chunking/retrieval, and Quotient is the fastest way to verify what we’ve built, surface issues, and keep improving (especially when we swap models). Brilliant platform.”

Co-founder & Head of Development

Co-founder & Head of Development

AI customer support assistant
Quotient is now an essential part of our stack

"Quotient has been a real game-changer and is now an essential part of our infrastructure stack. Having this high level of monitoring and transparency has even factored into our investor due diligence conversations. Our users trust us to have the best AI search solution, and we trust Quotient."

Rotem Weiss

Rotem Weiss

CEO & Co-Founder of Tavily
The easiest setup by far, and also the most relevant feedback

“Setup was 10x easier than comparable tools like Weave, and the feedback is much more actionable: instead of flagging tons of tiny semantic/borderline issues, it makes it clear what’s actually wrong and worth fixing.”

Principal AI Product Lead

Principal AI Product Lead

Public-interest government data organization
Quotient is integral to our ability to scale

“We work with sensitive, high-context AI use cases, so hallucinations are a real reputational risk. Quotient gives us visibility into when and why hallucinations happen, so we can catch and fix them early. That level of monitoring helps us build trust with our customers and their end users, who expect perfection.”

Mishkin Berteig

Mishkin Berteig

CEO & Founder of MaxGood.work
Quotient helps us deliver practical AI sales agents

“Quotient's platform enables us to conduct fast experimentations within our system, whether related to our generative models or influenced by our retrieval system and data pipeline. We can quickly connect these individual components back to the overall product, resulting in high quality for our customers.”

Hao Sheng

Hao Sheng

CEO & Founder of Expertise AI
Quotient helps us demonstrate reliability and trustworthiness

“We want to ship the best product possible and make sure our assistant doesn’t hallucinate. We’re making big changes to chunking/retrieval, and Quotient is the fastest way to verify what we’ve built, surface issues, and keep improving (especially when we swap models). Brilliant platform.”

Co-founder & Head of Development

Co-founder & Head of Development

AI customer support assistant
Expertise AI
GuestButler
Holp AI
Jaide Health
Max Good
MongoDB
Nomic
Nvidia Inception Program
Qdrant
Tavily
Wayfair
broadhead.
vidavox
Expertise AI
GuestButler
Holp AI
Jaide Health
Max Good
MongoDB
Nomic
Nvidia Inception Program
Qdrant
Tavily
Wayfair
broadhead.
vidavox

Quotient
Cookbooks

Dive into how to use Quotient to monitor, evaluate, and improve AI systems in production.

More Cookbooks
Build a Live Web Documentation Q&A Agent with Qdrant
Open
Evaluate AI Search Quality with Tavily
Open
Build a Company Research Tool with Linkup
Open
Evaluate AI Search Quality with Exa
Open
Build a RAG Pipeline with Exa Search & OpenAI
Open
Build and Monitor a Web Research Agent
Open
The Engine
of Agentic
Superintelligence