Juniper · Governance program

Building the infrastructure for AI assurance companies to govern differently

Overview

A new generation of AI founders is building companies where mission-aligned governance isn’t optional — it’s foundational. Yet the practical infrastructure to support them — legal frameworks, peer community, and accessible resources — barely exists. This program closes that gap: supporting early-stage AI companies in designing and implementing innovative governance structures, while building the resources, evidence base, and public trust needed to make mission-aligned governance the norm — not only within AI, but across the broader market.

The opportunity

A generation of early-stage AI startups is emerging that views innovative corporate governance not merely as a preference, but as essential to their mission. These founders understand the power of the corporate form as a vehicle for delivering on purpose — and equally understand the limitations of governance systems designed solely to generate financial returns. Anthropic’s Long-Term Benefit Trust stands as a leading example of what building differently can look like, yet founders currently lack the practical support, resources, and peer community needed to design, implement, and successfully steward structures aligned with their values and specific business needs.

Today, each is solving this problem in isolation — an approach that is legally costly, time-intensive for early-stage teams, and leaves unrealized the cross-company learning and innovation that a more connected field could enable.

We believe that supporting these founders early is critical to:

• Keeping generation-defining AI companies actually mission-driven as they raise capital and scale
• Building a visible, replicable body of evidence for what mission-aligned governance can achieve — and demonstrating its influence on the market
• Shaping the public narrative around mission-aligned governance structures and their importance for AI safety
• Lowering barriers for others by making it easier to learn from these examples and access open-source resources that reduce the cost and complexity of implementation

Approach

Cohort-based learning

The program launches with an inaugural cohort of 5+ startups facing key governance questions, establishing the model, resources, and community that subsequent cohorts will build on. New companies will enter on a rolling annual basis, with alumni remaining active as peer mentors and case study contributors — creating a self-reinforcing community that grows more valuable over time. Rather than synchronized programming, the model prioritizes efficiently addressing common challenges across a group while building lasting relationships among founders navigating similar terrain. The cohort structure is intentionally generative: the program learns from founders as much as it supports them, and that learning becomes a public good. Through the cohort, we will:

• Support founders in answering foundational questions about their company’s purpose, long-term objectives, where mission risk resides, and the tradeoffs between protection and long-term flexibility — working through these questions in real time alongside founders rather than from a fixed curriculum
• Distill those conversations into a set of facilitation guides for critical governance decisions, designed for use by other founders, advisors, and practitioners outside the program
• Share case studies of existing governance structures and create opportunities to connect directly with the founders and corporate leaders behind them
• Coordinate with Morrison Foerster to help each startup design a structure aligned with its purpose, business model, and founder objectives
• Convene participants to support cross-cohort learning and establish lasting peer relationships and an ongoing community of support for governance design and execution

Market demonstration

Through the cohort model, support the creation of new, publicly visible examples of innovative governance structures — expanding the evidence base for what mission-aligned governance can look like in practice, with the goal of normalizing these approaches not only within AI but across industries.

Public resource hub

Launch a dedicated, publicly accessible website that serves as the go-to resource for founders designing mission-aligned governance structures. The site will house the facilitation guides, annotated legal templates, and case studies generated through the cohort — organized to be navigable and useful for founders at different stages and with different needs. Anchored by an academic partnership with Stanford and/or Berkeley, it will be actively maintained and updated as new examples and resources emerge. Over time, the goal is for this to become the canonical resource in the field.

Outputs

• 5+ mission-aligned governance structures designed and implemented across cohort companies, each tailored to the founder’s purpose, business model, and long-term objectives
• A cohort community of AI founders with shared language, peer relationships, and ongoing support infrastructure for governance design and execution
• A set of facilitation guides for critical governance conversations — developed iteratively through cohort sessions and designed for use by founders, advisors, and practitioners beyond the program
• A case study library documenting the governance structures, design decisions, and tradeoffs of cohort companies — made publicly available to inform and inspire others
• Annotated legal templates for mission-aligned governance structures, developed in partnership with Stanford and/or Berkeley
• An academic collaboration with a leading university’s business and law schools — engaging students in live casework, template development, and research, creating a pipeline of trained practitioners while reducing program costs
• Founder and practitioner connections linking cohort participants to the leaders behind existing governance innovations (e.g. Anthropic, Patagonia, Bosch)
• A named public resource hub — a dedicated, actively maintained website housing all guides, templates, and case studies, organized to be useful for founders at any stage
• A public narrative contribution — written, spoken, or both — positioning mission-aligned governance as a serious and necessary tool for AI safety and long-term value creation

Organization

The program will be established in partnership with an established foundation — we are currently in conversation with potential host organizations — providing immediate infrastructure, credibility, and 501(c)(3) status. All intellectual property, including legal templates, facilitation guides, and case studies, will be owned by a dedicated Public Benefit LLC, ensuring the resources remain independent and field-serving over the long term.

People

• Suz MacCormacPartner, Morrison & Foerster
• Nick FitzJuniper Ventures
• Griff BohmJuniper Ventures
• Camille CanonPurpose US · steward-ownership
• Eric RiesThe Lean Startup · LTSE
• Buddy ShahChair, Anthropic Long-Term Benefit Trust