Insights

Niche ML for thinking Ought focuses on applying machine learning to improve thinking and collective intelligence. Sales opportunities lie in partnering with research teams, educational institutions, and organizations seeking decision-support enhancements powered by ML-driven reflection and analysis.

Small-to-mid team With 11-50 employees and a mission-driven product, there is an opportunity to engage early adopters and key decision-makers within agile, high-growth startups or non-profits that value scalable AI systems for cognition and learning.

Tech-forward stack Ought employs Mixpanel, Kubernetes, Jupyter, React, TypeScript, and analytics tools. Approach selling complementary data tooling, MLOps automation, visualization dashboards, and developer-friendly integrations that can accelerate their ML-powered thinking platform.

Limited revenue Reported revenue is in the zero-to-one million range, indicating a potential emphasis on discovery or pilots. Target pilots, lower-risk engagements, and outcomes-based pricing to demonstrate ROI and unlock expansion.

Sustainability of impact The company’s mission to increase collective intelligence through ML aligns with sectors prioritizing knowledge work efficiency and research services. Focus sales messaging on measurable thinking improvements, research acceleration, and ethical, scalable AI solutions appealing to enterprises and academic partners.

Similar companies to Ought

Ought Tech Stack

Ought uses 8 technology products and services including Amazon Web Services, Kubernetes, Cloudflare CDN, and more. Explore Ought's tech stack below.

  • Amazon Web Services
    Cloud Hosting
  • Kubernetes
    Containerization
  • Cloudflare CDN
    Content Delivery Network
  • Jupyter
    File Sharing
  • Zapier
    IT Infrastructure
  • PWA
    Miscellaneous
  • Stripe
    Payment Processing
  • Node.js
    Programming Languages

Media & News

Ought's Email Address Formats

Ought uses at least 1 format(s):
Ought Email FormatsExamplePercentage
First@ought.orgJohn@ought.org
100%

Frequently Asked Questions

What is Ought's stock symbol?

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Ought is a publicly traded company; the company's stock symbol is KWR.

What is Ought's official website and social media links?

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Ought's official website is ought.org and has social profiles on LinkedIn.

How much revenue does Ought generate?

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As of July 2026, Ought's annual revenue is estimated to be <$1M.

What is Ought's NAICS code?

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Ought's NAICS code is 5417 - Scientific Research and Development Services.

How many employees does Ought have currently?

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As of July 2026, Ought has approximately 17 employees across 3 continents, including North AmericaAsiaEurope. Key team members include Chief Executive Officer: A. S.Salesperson: A. G.Product Management Intern: J. H.. Explore Ought's employee directory with LeadIQ.

What industry does Ought belong to?

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Ought operates in the Research Services industry.

What technology does Ought use?

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Ought's tech stack includes Amazon Web ServicesKubernetesCloudflare CDNJupyterZapierPWAStripeNode.js.

What is Ought's email format?

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Ought's email format typically follows the pattern of First@ought.org. Find more Ought email formats with LeadIQ.
Ought logo

Ought

Research ServicesCalifornia, United States11-50 Employees

Ought is a research services company based in San Francisco, California, with a small-to-mid-sized team. It develops scalable systems that apply machine learning to support human thinking, rather than solely automate tasks. The aim is for future advances in ML to enhance the way people think and reflect, thereby increasing collective intelligence.

Its work centers on domains where data are abundant and objectives are easily measurable, using ML-driven approaches to assist thinking and reasoning. In this context, Ought seeks to help people think more effectively by designing systems that augment cognitive processes. The company operates within the research services industry, focusing on the intersection of machine learning and cognitive tasks while maintaining a compact organizational footprint.

Section iconCompany Overview

Website
ought.org
Stock Symbol
KWR
NAICS Code
5417 - Scientific Research and Development Services
Employees
11-50

Section iconFunding & Financials

  • <$1M

    Ought's revenue is estimated to be in the range of <$1M

Section iconFunding & Financials

  • <$1M

    Ought's revenue is estimated to be in the range of <$1M

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