This is Part 2 of a two-part series. Part 1 explains the hidden cost of AI-driven layoffs: the innovation crisis that follows when middle management disappears.

AI may make your company leaner, but it doesn't magically make your company or employees more innovative. A corporate venture studio, on the other hand, takes what large organizations uniquely possess, namely capabilities, strategic problems, capital, and market access, and builds new businesses from them externally, at startup speed, with the entrepreneurial talent that would never join the org chart.

A corporate venture studio is a venture building organization that builds and invests in de novo external startups designed to address adjacent and transformational opportunities facing a corporation. Unlike an accelerator, which coaches existing startups, or a venture fund, which invests in them, a studio creates ventures from scratch. Using Alloy's terminology, venture studios are NOT internal innovation incubator labs or programs. Rather, they design, form, and fund independent startups (c-corps) that live externally, with their own cap tables and boards.

In Alloy's model, the process maps directly to the post-hierarchy blueprint that Jack Dorsey described in his recent essay "From Hierarchy to Intelligence." The studio first validates a corporate problem or opportunity worth solving. It develops and pressure-tests the business concept with a small, AI-native studio team. Once the concept is developed and validated (think pitch, memo, prototypes, and pilot customers), the studio's talent team recruits a world-class entrepreneur (a "CEO Co-Founder"), who functions as what Dorsey calls the Directly Responsible Individual: a single person who owns the problem and the outcome with full authority to move fast. The startup is then formally incorporated and funded. The studio team provides ongoing operational support through its operators with deep expertise in product, talent, design, finance, legal, and go-to-market, and connects each venture to advisors, investors, and domain experts who serve as player-coaches. The corporation invests capital and embeds its valuable capabilities (Alloy calls them "Advantages"), but by design it does not run or control the venture.

The venture itself functions as the intelligence layer. It takes the corporation's capabilities, its data, distribution, customer access, and regulatory access, and composes them into a solution for a specific customer problem. It doesn't wait for a product roadmap. It builds what the problem demands.

A corporate venture studio is a working version of the organization Dorsey says every company needs to become. The difference is that it operates (or should) outside the corporate hierarchy, which is precisely why it can create the businesses corporations can't build internally. The studio is the platform through which external entrepreneurs build, with minimal direct interaction with the corporation's own hierarchy. The Co-Founder CEO builds the company. Each venture is a live experiment in what it looks like to operate with AI-native speed, flat authority, and direct accountability for outcomes. The corporation learns what Dorsey's model feels like in practice, at low risk, without reorganizing 10,000 people to find out.

Making this work requires a foundational shift and two strategic moves.

The Foundation: Productize Your Capabilities

Every large corporation sits on assets that are genuinely hard to replicate. Proprietary data. Distribution channels. Customer relationships. Regulatory permissions. Supply chain infrastructure. Brand trust. Right now, these assets are locked inside the hierarchy, accessible only through internal processes designed for internal teams. Without unlocking them, external ventures have nothing unique to build on.

Dorsey offers useful language. He describes Block's capabilities as "the atomic financial primitives: payments, lending, card issuance, banking, buy-now-pay-later, payroll. These are not products. They are building blocks." Every Fortune 500 company has building blocks like these. Most have never thought of them that way, because they've never needed to make them accessible to anyone outside the org chart.

Early versions of this already exist. Mayo Clinic Platform gives startups access to 32 million de-identified patient records and a structured pathway from validation to deployment. More than 40 health tech startups have gone through the program without navigating Mayo's internal procurement. Walmart Connect, Kroger Precision Marketing, and Target's Roundel have built API-accessible platforms that let external partners access customer purchase data and distribution, with Walmart's ad business growing 30% year-over-year.

The pattern: identify the capability that is genuinely hard to replicate. Build a platform layer. Let external teams compose those capabilities into solutions. The corporation doesn't have to build every venture itself. It has to become the kind of organization that ventures want to build on.

A reasonable concern: externalizing capabilities creates risk. This is real, and it requires thoughtful governance and guardrails: data use agreements, IP assignment clauses, and clear boundaries on what gets shared and what doesn't. This governance challenge will be overcome in time and with novel AI tools and processes that ensure compliance and quality for any external party leveraging corporate capabilities. The goal should be to let external entrepreneurs build businesses that benefit a corporation (and themselves) without having to navigate corporate hierarchies. Deal structures that align incentives to maximize both financial and commercial value created for the corporate investor and the external venture should be a sufficient bond that allows the venture the autonomy it needs to move fast.

Co-Create Ventures and Own the Upside

Someone has to build ventures on top of these externalized capabilities. The most effective way for a corporation to ensure those ventures solve its problems and use its capabilities is to co-create them through a corporate venture studio. The corporate partner typically invests and holds meaningful ownership in the studio and/or its entities. We've found that all-in venture studio ownership (seed investment capital and co-founder role) should typically stay under ~35% at formation to avoid red flags to future venture investors. The studio recruits the Co-Founder CEO, builds the team, and governs the venture. The corporate partner is deliberately kept at arm's length from day-to-day operations, because the venture needs startup speed, not committee oversight.

This is not outsourced R&D by another name. In consulting or outsourced innovation, the corporation pays market-rate fees for work product, and the consultant's incentive is to deliver what the client asked for (at the highest possible price), not what the market needs. In a corporate venture studio, the corporation typically covers the studio's operational costs, but those costs are orders of magnitude lower than what venture-building consultants charge, because the studio's operators are putting in sweat equity alongside the corporation. The meaningful compensation is (or definitely should be) in the equity in the ventures that succeed. Everyone, the studio, the Co-Founder CEO, and the corporate partner, should be aligned on maximizing longer-term equity value. That shared incentive is the real mechanism that produces different outcomes than internal innovation efforts.

The economics matter, and they have to. Any innovation investment must be seen as a good use of balance sheet capital. It has to surpass the CFO's hurdle rate.

When a corporation takes 20% at formation for $1 million initial investors, it is investing at a $5 million post-money valuation. Why so low? Because this is truly proprietary deal flow. There is no competitive auction. No other investors bidding up the price. The corporation co-created the venture, defined the problem it solves, and provided the capabilities it runs on.

As the venture raises subsequent rounds, the corporation can exercise its pro rata rights to maintain or grow its position alongside professional venture investors. The good news is that low and early entry points can still deliver attractive returns even without a multi-billion dollar unicorn outcome. A portfolio of ten co-created ventures, where the corporation entered at formation and continued to invest in its winners, needs only a few mid-stage successes to generate attractive IRR. You don't need the grand slam like most VCs do. Doubles and triples can keep your venture studio sustainable in the longer term.

The odds of venture success improves because the corporation's own capabilities provide a structural advantage most startups don't have. Consider Athian, a carbon marketplace for the livestock industry co-created by Alloy Partners with Elanco. Athian was designed from day one to use Elanco's data, farmer relationships, and market position as building blocks. The result: Athian created a new revenue channel for Elanco's products, facilitated millions of dollars in payments to farmers, and attracted investment from 85% of the U.S. dairy industry in its seed round. Similarly, vflok, co-created with Catalyst by Wellstar, used Wellstar's clinical workflows and nurse scheduling data to build an AI scheduling tool that achieved a 96% reduction in change management tasks for nurse managers within its first six months. Both ventures succeeded because the corporate partner's capabilities were accessible from the start. In Alloy's portfolio more broadly, the ventures that succeed are consistently the ones where corporate capabilities were unlocked early. The ventures that stall are the ones where those capabilities stayed locked behind internal gatekeepers.

Not every co-created venture succeeds. This is venture capital, not consulting, and venture portfolios are built on the expectation that some investments will fail. The difference is that even the failures produce learning for the corporation: validated market insight, tested capability-sharing models, and organizational muscle for the next venture. Internal innovation programs that get killed in a reorg produce none of this.

Venture studios are a complement, not a replacement, to traditional Corporate Venture Capital, where corporations typically invest at Series A or later and compete with professional VCs at market-rate valuations. That model requires outsized exits to be sustainable in the longer term. Venture studios can provide quality deal flow specific to the CVC's thesis. Co-creation inverts the CVC and VC math: you enter at the lowest possible valuation, on ventures you designed to solve your own problems, using your own capabilities.

The most sophisticated corporate investors already understand the ecosystem development logic. For example, Salesforce Ventures has deployed over $6 billion across 700+ enterprise software companies that build on Salesforce's data, APIs, and customer base, acquiring fewer than 5% of them. The ecosystem itself is the primary source of value. The venture studio model takes this a step further, co-creating the ventures rather than investing after the fact. The economics are more favorable because you're in at formation, and the strategic alignment is tighter because you defined the problem and shaped the solution. You don't need to be a tech company to apply this logic.

And because the venture is a separate entity, it produces optionality an internal project never has: the corporation can acquire the venture once proven, license the technology, or hold equity and let it scale independently.

A fair objection: external ventures sit on the balance sheet as equity investments and the ventures revenue is not recognized (or fully recognized) on the corporate's P&L. For a CFO under pressure to demonstrate growth, this matters and venture studios are not good revenue drivers to help meet next quarter's numbers. The equity investment phase is a stage, not the destination. When a co-created venture reaches meaningful scale, the corporation can acquire all or a majority of it and consolidate its revenue into the P&L.

Build outside, grow inside. A portfolio of promising external ventures could deliver your next high-growth, profitable business unit. In fact, it's a faster, lower-risk path to it relative to internal innovation teams hampered by the internal hierarchy.

Attract the Talent You Can't Hire

There is another advantage to external venture creation that most corporations undervalue: entrepreneurial talent.

Let me give you the harsh truth. The best entrepreneurs and operators do not want to work inside a Fortune 500 org chart. They want the ownership, autonomy, and thrill that come from building something from nothing. No amount of innovation lab branding changes this. Co-creating external startups gives corporations access to this talent pool. A Co-Founder/CEO who would never take a VP of Innovation role will eagerly lead a co-created venture if it comes with real equity, a real cap table, real investors, and real autonomy. The corporation gets access to entrepreneurial talent it could never recruit through HR, and that talent is directly aligned to creating value for the corporation if structured correctly.

Cisco pioneered a version of this with its spin-in model. For two decades, Cisco funded semi-independent startups led by top engineers who left the company to build new products with startup speed and startup incentives. When the ventures hit milestones, Cisco acquired them back. Cisco's first acquisition, Crescendo Communications in 1993, cost roughly $90 million for a company with $10 million in revenue. It became the Catalyst switching business, which grew to $13 billion in annual revenue, Cisco's largest product line. Three subsequent spin-ins, Andiamo, Nuova, and Insieme, were acquired for a combined $2.3 billion and produced core data center and SDN technologies. Former CEO John Chambers called these spin-ins among Cisco's five most successful acquisitions ever. The model also attracted talent Cisco couldn't otherwise reach: Edouard Bugnion, co-founder of VMware, joined one of the spin-ins because the startup structure offered something Cisco's org chart couldn't.

The spin-in model wasn't perfect. It created internal resentment, because employees who weren't selected watched colleagues earn startup-level payouts. Cisco eventually moved away from it. But the core insight endures: the best way to attract entrepreneurial talent to solve corporate problems is to give them a startup to run, not a role in the hierarchy.

What Comes Next

The corporations that create the most new value in this era won't be the ones that simply cut headcount. They'll be the ones that become platforms: identifying the capabilities they uniquely possess, making those capabilities accessible as building blocks, co-creating external ventures that compose those capabilities into the new businesses that can't be built internally, owning meaningful equity in those ventures, and attracting the entrepreneurial talent that only startups can reach.

The AI layoffs are a warning, but not about job losses. They're a warning about the innovation crisis that unfolds when the coordination layer disappears. The question for every corporation is not whether to change, but what to build in its place.

The first step is deceptively simple: identify the one capability your organization possesses that no startup could replicate, and ask whether anyone outside your walls is building on it yet.

Build outside. Grow inside. That's where the future gets built first.

Read Part 1: The Hidden Cost of AI Layoffs: Why Cutting Middle Management Creates a Corporate Innovation Crisis →