Insights

Strategic Focus Target mid-sized research services firms leveraging machine learning to augment thinking and decision-making. Ought emphasizes scalable ML systems to enhance collective intelligence, presenting a fit for sales conversations around AI-assisted cognitive tooling, workflow optimization, and decision-support capabilities.

Tech Enablement Ought’s tech stack includes cloud and automation tools (AWS, Datadog, Netlify, Vercel, Zapier) and collaboration platforms (GitHub, Google Workspace). Position value around integrating ML solutions with existing infrastructure, data pipelines, monitoring, and rapid deployment to minimize integration risk.

Early-Stage Advantage With a small team (11-50 employees) and revenue under one million, Ought is in an early-growth phase likely seeking strategic partnerships, pilot programs, and proof-of-concept engagements to validate ML-driven cognitive enhancements before broader scale.

Market Positioning Industry framing as applying ML to thinking and reflection aligns with sectors prioritizing data-driven insights and AI-assisted decision making. Leverage this to propose use cases in research services, knowledge management, and organizational learning improvements.

Expansion Opportunities Recent news landscape signals active investment and growth in tech-adjacent fields; propose collaboration around co-development of scalable ML tooling, data governance, and performance metrics to accelerate productization and client value delivery.

Similar companies to Ought

Ought Tech Stack

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

Media & News

Ought's Email Address Formats

Ought uses at least 1 email format:
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 September 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 September 2026, Ought has approximately 18 employees across 3 continents, including North America, Asia and Europe. Key team members include Chief Executive Officer: A. S., Salesperson: A. G. and 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 Mixpanel, Amazon Web Services, GitHub, Google Workspace, Zapier, Netlify, Vercel and Datadog.

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

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