Datadog: New Products as a Continuous Discipline
Datadog went public in 2019 with three products: infrastructure monitoring, APM, and logs. By 2025 it had more than 20 products across security, AI observability, real user monitoring, network monitoring, database monitoring, and others. The company expanded organically into each new category, often shipping a new product line into general availability within 18 to 24 months of starting it.
The intrapreneurship model at Datadog is rigorous. Engineers and product managers pitch new product ideas through an internal review process. Approved ideas get a small team, a defined runway, and a specific commercial milestone — usually paying customers within 12 months. The team operates with significant autonomy, but with a measurable outcome attached. Products that hit their milestones get scaled. Products that miss get shut down or absorbed into an existing line.
What makes the Datadog model work is the measurability. The company has not built a culture of celebrating ideas. It has built a culture of measuring outcomes. Internal product development at Datadog looks more like seed-stage startup operations than corporate innovation. The teams have product-market-fit pressure that mirrors what an external startup would face. The retention of senior engineers who could leave to start their own companies is a side effect of the operating model — they get to start companies inside Datadog instead.
Yext: Reinvention Through Internal Bets
Yext built its initial business as a listings-management platform — keeping a company’s business information consistent across hundreds of directories, search engines, and apps. By 2022 that category was maturing. Yext shifted its product roadmap toward search, content management, and most recently generative AI for brand answers. The shift required the company to reinvent its product without abandoning the customer base it had built.
The intrapreneurship discipline Yext applied was internal-bet management. Existing product teams were given mandates to develop adjacent products. Some bets — Yext Search, Yext Answers — became commercial product lines. Some did not survive. The company tolerated the failures as a structural cost of the reinvention, rather than treating each one as a leadership embarrassment.
The communications takeaway from Yext is that public reinvention requires private tolerance for failure. The CEO Michael Walrath, who returned to lead the company in 2023, has been explicit in trade-press coverage about the willingness to fund internal bets that did not work. That posture is unusual in publicly traded companies, where pressure to hit quarterly numbers usually kills the long-cycle bets first. Yext made the tradeoff and is still alive in a category that has consolidated dramatically around it.
Toast: Vertical Expansion as Intrapreneurship
Toast built its initial business as a point-of-sale system for restaurants. The expansion since has been into payroll, payments, marketing, capital, online ordering, gift cards, and inventory management. By 2026 the company is a vertically integrated software-and-services platform for the restaurant category, with each adjacent product launched and scaled through what amounts to internal entrepreneurship.
The Toast model is product-led intrapreneurship inside a vertical. The company does not build horizontal products that compete with general-purpose providers. It builds restaurant-specific products that benefit from the customer relationship and data the core POS already produced. Each new product is run by a product team with the resources of the parent but the focus of a standalone company.
The retention effect at Toast is structural. Senior product managers and engineers who would otherwise leave to start restaurant-tech companies of their own have the option to do that work inside Toast, with the distribution, customer base, and capital that an external startup would take years to build. The company has not lost a meaningful number of senior product people to competing restaurant-tech startups since 2022. The intrapreneurship model is the retention strategy.
Monday.com built its initial business as a work-management platform — flexible, configurable, used by thousands of customers for different workflows. By 2023 the company had identified that specific workflows — CRM, dev, project management — needed dedicated product expressions. Monday CRM, Monday Dev, and Monday Sales CRM launched as distinct products on the same underlying engine.
The intrapreneurship model at Monday is the productization of internal use cases. The company watches how its own customers use the platform, identifies the patterns that show up at scale, and assigns dedicated teams to build vertical products around them. Each new product line operates with its own go-to-market, its own pricing, and its own roadmap, while sharing the underlying technical infrastructure with the parent platform.
What this produces commercially is a portfolio of products that each compete in their own category — CRM against Salesforce and HubSpot, Dev against Jira, Sales CRM against Outreach and Salesloft — while sharing development costs across them. The intrapreneurship is what allows the productization. Without it, Monday would still be a single flexible product trying to compete with category-specific specialists in every adjacent vertical.
Olo: Building for a Specific Industry From Inside
Olo provides digital ordering and delivery infrastructure for restaurant brands — Wingstop, Five Guys, Sweetgreen, Shake Shack are among its customers. The company is smaller than Toast and operates higher in the stack, focused on the enterprise restaurant category. The intrapreneurship discipline at Olo is industry-specific product development — new products are built only when they solve a specific operational problem an enterprise restaurant brand has named, paid for, or piloted.
The model produces fewer products than Datadog or Toast but with higher conversion to revenue. Olo Pay, the company’s payments product, launched in 2021 and reached meaningful scale within three years because the customer base already had the problem the product solved. Olo Engage, the marketing and CRM platform that emerged from the Wisely acquisition in 2022 and the company’s subsequent integration work, followed the same pattern.
What Olo demonstrates is that intrapreneurship at mid-size does not require a wide funnel of internal bets. It can also work as a narrow funnel — fewer bets, each one customer-validated before development begins. The model is closer to enterprise-account-management than to startup product development. For mid-sized companies serving large customers, it is the more sustainable approach.
What Mid-Sized Companies Should Take From These Five
Mid-sized companies — defined here as $100 million to $1 billion in revenue, with at least 500 employees — face a specific intrapreneurship problem. They are too large to operate as a single startup. They are too small to fund a corporate innovation lab the way a Fortune 500 can. The model has to be lean, measurable, and tied to commercial outcomes.
Three principles emerge from the case studies above.
1. Tie Every Internal Bet to a Commercial Outcome
Datadog, Toast, and Olo all require internal product bets to have a paying-customer milestone within 12 to 24 months. The discipline kills the ideas that should not have started and produces commercial pressure on the ones that should. Companies that fund internal innovation without commercial milestones produce blog-post innovation — interesting work that does not produce revenue.
2. Make Failure Survivable
Yext explicitly tolerates failed internal bets as the cost of reinvention. Datadog quietly absorbs failed products into existing lines. The pattern is consistent: companies that punish internal-bet failure stop running internal bets. The communications and HR discipline is to make a failed bet a non-event for the team that ran it, so the next bet can be staffed by people willing to take the risk.
3. Use Intrapreneurship as a Retention Strategy
The senior engineers, product managers, and operators who would otherwise leave to start their own companies are the same people who can run internal bets. Companies that make those bets available to internal talent retain the talent. Companies that do not, lose the talent — usually to competitors who do offer the opportunity. Toast and Datadog both treat intrapreneurship explicitly as a retention investment, not just a growth investment.
The Culture Component
Beyond the operating model, intrapreneurship requires a specific cultural commitment. The leadership team has to believe that the best ideas inside the company will come from people who are not on the executive team. That belief is harder to maintain than it sounds. Most executive teams default to centralized decision-making on strategic bets, which kills bottom-up intrapreneurship before it starts.
The cultures at Datadog, Yext, Toast, Monday, and Olo all share the structural commitment to decentralized product development. The CEO does not need to be in the room when a new product is being scoped. The team running the bet has the authority to ship, kill, or pivot. The reporting cadence is quarterly, not weekly. The model requires trust, and the trust requires a track record. Companies building this for the first time should expect 18 to 24 months before the operating rhythm stabilizes.
Employee Innovation and Internal Product Ideas: The Mechanics
The mechanics of running an intrapreneurship program at mid-size are simpler than the corporate-innovation literature suggests. Three structural components, none of them requiring a separate budget line item.
First: a quarterly internal pitch process. Any employee with an idea for a new product, feature, or business line can submit a one-page proposal. A cross-functional review committee — usually a product leader, an engineering leader, and a commercial leader — selects two to four ideas per quarter to fund.
Second: dedicated small teams. Approved ideas get three to five people for 90 days. The team operates with explicit autonomy. The milestone is either customer validation, a working prototype, or a paid pilot, depending on the nature of the bet.
Third: a clear decision point. At the end of 90 days, the team presents to a leadership review. The bet is either continued for another quarter with expanded scope, absorbed into an existing product line, or shut down. The decision is binary. Indefinite extensions kill the operating rhythm.
This is the structure Datadog, Toast, and Monday have all converged on, with variations. For mid-sized companies, it is the minimum viable intrapreneurship operating model. Smaller programs do not produce meaningful outcomes. Larger programs require resources mid-sized companies usually do not have.
The Bottom Line
Mid-sized companies have a specific opportunity that smaller startups and larger corporations do not. They have enough scale to fund real internal bets and enough cultural cohesion to run them with autonomy. The five companies above — Datadog, Yext, Toast, Monday.com, and Olo — have all converted that opportunity into commercial output, retention advantage, and category expansion.
The discipline is structural, not motivational. Tie internal bets to commercial milestones. Make failure survivable. Use the program as a retention investment, not just a growth investment. Build the quarterly operating rhythm and protect it from executive interference. The companies that do these things consistently for two to three years produce intrapreneurship cultures that compound. The companies that talk about innovation without building the structure produce slides.
