The Collective Intelligence Project
The Collective Intelligence Project is a 501(c)(3) nonprofit R&D lab that builds platforms, methodologies, and policy frameworks to channel public input into AI development and governance, serving AI labs, governments, and civic-society organizations globally.
- Company typePrivate
- Founded2022
- HeadquartersFort Worth, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What The Collective Intelligence Project does
The Collective Intelligence Project (CIP) is a US 501(c)(3) nonprofit research and development lab, founded in 2022 and headquartered in Fort Worth, Texas, that builds methodologies, platforms, and policy frameworks for incorporating public input into the development and governance of transformative AI. CIP's core product surface comprises three web-based platforms — Weval (an open, collaborative platform for building qualitative AI evaluations, positioned analogously to Wikipedia), Global Dialogues (an AI-enabled deliberation infrastructure, integrated with Remesh for structured dialogue and Prolific for demographic recruitment, which has produced a longitudinal dataset spanning 70 countries and 6,000+ participants), and Community Models (a participatory platform at cm.cip.org where groups build and refine AI assistants from collectively-defined constitutions). Layered on top are Alignment Assemblies, a repeatable process framework piloted in versions v0 through v4 with the White House Summit for Democracy (v0), OpenAI (v1, on AI risk prioritization), Taiwan's Ministry of Digital Affairs (v2, adapted from the vTaiwan process), Anthropic (v3, Collective Constitutional AI), and Creative Commons (v4); and Jhilmil, a culturally specific evaluation pilot with Microsoft Research India and Karya for frontier AI in India.
CIP's research outputs — Turing-Complete Governance, Generative AI and the Digital Commons, Four Approaches to Democratizing AI, Building The CI Corporation, the Supermodular framework, and A Roadmap to Democratic AI — provide the theoretical scaffolding for its platforms and have appeared in Nature, Science, TIME, the New York Times, and Wired. The organization is funded by a named set of philanthropic and tech-aligned foundations (Robert Wood Johnson Foundation, Omidyar Network, Survival and Flourishing Fund, Google.org, Fast Forward), accepts tax-deductible individual donations in the United States (Tax ID 92-0327339), and earns project commissions from AI labs and institutions acting as "committed audiences." As of February 2026, CIP announced a collaboration with Anthropic at the AI Summit in New Delhi to apply AI models to digital infrastructure, education, agriculture, and health across the global south, alongside partners including Karya, X Step Foundation, Pratham, and Central Square Foundation, indicating continued geographic and programmatic expansion.
The Collective Intelligence Project firmographics
Firmographics- Name
- The Collective Intelligence Project
- Legal name
- The Collective Intelligence Project
- Website
- https://cip.org
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- The Collective Intelligence Project is a 501(c)(3) nonprofit R&D lab that builds platforms, methodologies, and policy frameworks to channel public input into AI development and governance, serving AI labs, governments, and civic-society organizations globally.
- Ownership category
- akta.pro rank
The Collective Intelligence Project industry classification
Industry- Product category
- AI Governance Research & Tools
- NAICS
- Business Associations (813910)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)
- akta.pro secondary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where The Collective Intelligence Project is headquartered
LocationHeadquarters
- HQ city
- Fort Worth
- HQ country
- United States
- HQ region
- North America
Markets served
The Collective Intelligence Project business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- Foundation Grants and Major Donor Funding: CIP is funded by leading philanthropic and tech-aligned foundations and donors, including Robert Wood Johnson Foundation, Omidyar Network, Survival and Flourishing Fund, Google.org, and Fast Forward. These are listed as "Funded by leaders in AI" on the CIP homepage.
- Individual Donations: CIP accepts individual donations through its website (cip.org/donate) as a 501(c)(3) organization in the United States; contributions are tax-deductible for US-based donors. The organization issues donation receipts immediately and year-end receipts for tax claiming.
- Project Commissions from AI Labs and Institutions: CIP runs alignment assemblies and related processes commissioned/co-developed with partner organizations acting as "committed audiences" (e.g., OpenAI v1, Anthropic v3, Creative Commons Foundation, Taiwan Ministry of Digital Affairs), where partners commit to considering public voice in decision-making.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | — | Foundation and donor funding (no public pricing tiers) |
Go-to-market motion1 record
The Collective Intelligence Project product offering
Product offeringCore offering
The Collective Intelligence Project operates online platforms (Weval, Global Dialogues, Community Models) and a process framework (Alignment Assemblies) that combine deliberative-democratic methods with AI tooling to gather, structure, and amplify public input into AI development and governance. Its work is delivered as commissioned collective-input projects for AI labs and institutions, open platforms for public participation, and research publications on AI governance and democratic AI.
Product overview
The Collective Intelligence Project operates a portfolio of distinct platforms, research initiatives, and process frameworks unified under the mission of steering AI toward collective benefit. The product portfolio comprises a core platform-plus-modules architecture: (1) Weval is the open collaborative evaluation platform, (2) Global Dialogues is the AI-enabled global deliberation infrastructure (paired with the annual Global Dialogues Index report), and (3) Community Models is the participatory AI-model creation platform at cm.cip.org. Layered on top are specialized programs including Jhilmil (a region-specific India pilot with Microsoft Research India and Karya) and Alignment Assemblies (a process framework piloted with OpenAI, Anthropic, Taiwan's Ministry of Digital Affairs, and Creative Commons). Underpinning the products is a research agenda that publishes the Roadmap for Democratic AI, the Supermodular framework, the Generative AI and the Digital Commons working paper, the CI Corporation brief, and Four Approaches to Democratizing AI; together these publications constitute the policy and theoretical scaffolding for the platforms.
Differentiator
Problem solved
Functional benefit
Brands
- Weval: Open, collaborative platform launched by CIP to build qualitative evaluations/benchmarks for AI, enabling a global community to create qualitative benchmarks for any domain, from medical chatbots to legal assistance.
- Global Dialogues
- Community Models
- Jhilmil
- Alignment Assemblies
- Supermodular
Products and services
- Weval
Companies that use The Collective Intelligence Project
Customer profileIdeal customer profiles4 records
The Collective Intelligence Project technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability8 records
Feature5 records
The Collective Intelligence Project partnerships and signals
Strategic signalRecent moves6 records
Expansion highlights5 records
The Collective Intelligence Project competitors and assessment
Company assessmentDirect peers
- AI Objectives Institute: Mission-aligned AI governance nonprofit that partners with CIP on the Building the CI Corporation brief; works on AI alignment, democratic governance, and pluralistic AI. Comparable as a small, research-driven nonprofit focused on steering AI toward collective benefit via governance and policy work.
- The GovLab: NYU-affiliated research center improving governance through technology and data, cited as a CIP collaborator. Operates in the same deliberative-democracy-and-technology niche as CIP, with a comparable focus on data-driven governance innovation and public-sector engagement.
- vTaiwan / Audrey Tang: Taiwanese civic-tech initiative (and former Digital Minister) that developed the deliberative democracy methodology adapted for CIP's Alignment Assembly v2 with Taiwan's Ministry of Digital Affairs. The closest methodological peer for CIP's public-deliberation-and-AI work, particularly for cross-jurisdiction adaptation.
- Earth Species Project: Nonprofit applying AI to interspecies communication; partnered with CIP on a global dialogue across 67 countries. Comparable as a mission-driven nonprofit that commissions CIP's Global Dialogues methodology to gather public input on AI applications, and operates in a similar philanthropic/grant-funded model.
- AI Now Institute: NYU research institute examining the social implications of AI, producing policy research on AI governance, accountability, and democratic implications. Closely comparable to CIP's research publications (Roadmap to Democratic AI, Four Approaches to Democratizing AI) in framing and audience.
Broad incumbents
- OpenAI: Frontier AI lab and direct CIP partner (Alignment Assembly v1, June 2023). While a commercial incumbent, OpenAI runs internal alignment and preparedness processes that overlap with CIP's external Alignment Assembly framework, and is the most comparable buyer of participatory input services.
- Anthropic: Frontier AI lab and direct CIP partner (Alignment Assembly v3 Collective Constitutional AI, 2023; expanded India collaboration in Feb 2026). Anthropic's Constitutional AI work is the closest commercial analog to CIP's community-constitution methodology, making it both a partner and a partial substitute.
- Mozilla Foundation: Mission-driven nonprofit stewarding open-source AI and trustworthy internet initiatives (Mozilla.ai, Common Voice). Comparable as a larger, better-funded nonprofit using philanthropic capital to influence AI development in the public interest — analogous in funding model and policy remit to CIP.
- Allen Institute for AI (AI2): Nonprofit AI research institute producing open models (OLMo), benchmarks, and policy work. Comparable to CIP as a nonprofit producing open AI artifacts and benchmarks (Weval serves a similar function to AI2's evaluation efforts), though AI2 is much larger and research-focused rather than deliberation-focused.
Emerging players
- METR (Model Evaluation and Threat Research): Nonprofit building rigorous evaluations of frontier AI capabilities and autonomy. Comparable as a nonprofit producing open AI evaluations (Weval targets a similar democratized-evaluation niche to METR's benchmark work), though METR focuses on capability evaluations rather than values-based or participatory ones.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks7 records
Key highlights7 records
Customer concentration
The Collective Intelligence Project social profiles
Digital presenceThe Collective Intelligence Project compliance and trust
Trust signalCompliance2 records
The Collective Intelligence Project financial estimates
Financial estimateRevenue estimate
Valuation estimate
The Collective Intelligence Project leadership team
Management profileNumber of profiles
Profiles3 records
The Collective Intelligence Project funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
The Collective Intelligence Project M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about The Collective Intelligence Project
What does The Collective Intelligence Project do?
The Collective Intelligence Project operates online platforms (Weval, Global Dialogues, Community Models) and a process framework (Alignment Assemblies) that combine deliberative-democratic methods with AI tooling to gather, structure, and amplify public input into AI development and governance. Its work is delivered as commissioned collective-input projects for AI labs and institutions, open platforms for public participation, and research publications on AI governance and democratic AI.
Is The Collective Intelligence Project a public or private company?
The Collective Intelligence Project is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was The Collective Intelligence Project founded?
The Collective Intelligence Project was founded in 2022. It employs 1 to 10 people.
Where is The Collective Intelligence Project based?
The Collective Intelligence Project is headquartered in Fort Worth, United States, in the North America region.
How does The Collective Intelligence Project make money?
Three revenue lines are on record. Foundation Grants and Major Donor Funding is the primary driver. The others are individual Donations and project Commissions from AI Labs and Institutions.
Who are The Collective Intelligence Project's main competitors?
Direct peers on record are AI Objectives Institute, The GovLab, vTaiwan / Audrey Tang, Earth Species Project and AI Now Institute. Broad incumbents are OpenAI, Anthropic, Mozilla Foundation and Allen Institute for AI (AI2). METR (Model Evaluation and Threat Research) is listed as an emerging player.
Does The Collective Intelligence Project have an API?
No public API is recorded for The Collective Intelligence Project.
What industry is The Collective Intelligence Project in?
The Collective Intelligence Project's product category is AI Governance Research & Tools. Its primary akta.pro industry code is HDAEANAI, AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 813910 and its SIC code is 7372.