Three days before COVID shut everything down, AdSkate’s founders flew to San Francisco expecting a promising deal. In the elevator, their prospective customer explained that the budget might no longer exist. They flew home. Their technology had not stopped working. The business around it had changed.
That is a useful place to begin a story about Innovation Works, Pittsburgh’s nonprofit venture development organization. An invention can be sound while the company built around it is precarious. Someone still has to find the buyer, translate the science, and make the next unit without spending a fortune.
- Early capital, plus help finding customers and later investors.
- Four AlphaLab tracks: software, hardware, health, and robotics.
- Manufacturing resources and clinical connections with actual places to work.
- Investment terms and Pennsylvania commitments that deserve a careful read.
The invention is only the opening bid
AdSkate joined AlphaLab in 2021. Its original analytics helped advertisers decide where to place ads. Customers increasingly wanted help with what to put inside them. Between 2022 and 2023, the founders redirected their computer vision toward creative analytics. Brunner, a Pittsburgh agency that had been a client, acquired the company in 2026.
The lesson was pleasantly unromantic: listen before adding another clever feature. AlphaLab helped the founders sharpen their story and learn sales. As co-founder Shreyas Venugopalan put it in the company’s account: “Don’t go guessing.” The customer’s desired improvement might be a better login, rather than another elaborate analysis.
Innovation Works operates in precisely this space between technical possibility and commercial usefulness. Its organizational roots date to 1988; its Seed Fund began in 1999. As Southwestern Pennsylvania’s member of the Ben Franklin Technology Partners network, it has a regional economic-development purpose alongside the investment work. Keeping companies and jobs nearby is part of the assignment.
Those figures are Innovation Works’ reported totals. The billions describe money portfolio companies raised afterward, not checks Innovation Works itself wrote. Its Seed Fund separately reports $93 million invested in 372 companies. Mixing those numbers would produce a magnificent statistic and a rather poor explanation.
A classroom with four kinds of homework
AlphaLab started in 2008. Gear followed in 2013, addressing physical products. Health arrived in 2020 through Allegheny Health Network. Robotics became another specialty. In 2025, the programs were brought together under one accelerator experience, retaining technical tracks while sharing commercial instruction.
The reorganization’s logic is persuasive. A founder developing a diagnostic and one building enterprise software have different technical problems. Both must establish demand, learn to sell, and understand what fundraising does to ownership. Shared teaching can cover those questions; specialists can handle the questions a generic workshop cannot answer.
The users are early-stage technology founders. Investors also gain a route into the regional portfolio, while manufacturers gain potential startup collaborators. Innovation Works occupies an unusual place in that market: part investor, part commercial coach, part organizer of practical resources. An ordinary seed check rarely includes a route to a prototyping shop.
“Don’t go guessing.”
Shreyas Venugopalan / AdSkate co-founder
When the prototype needs a production line
Robotics Factory divides its work into Create, Accelerate, and Scale. Create starts with industry problems and brings technologists together with people who understand them. Accelerate helps young companies develop. Scale addresses the awkward moment when a successful prototype must become something a manufacturer can repeatedly produce.
The manufacturing offer includes a six-month residency at the Tech Forge scale shop in Lawrenceville, prototyping resources, and technical guidance. It makes local suppliers part of the startup process. A nearby manufacturer can inspect a design with the founder instead of becoming a mysterious name at the other end of a shipment.
- 01 / CREATEFind an industry problem
- 02 / ACCELERATEBuild the early business
- 03 / SCALEPrepare for production
Scalable Grants put numbers on that assistance: up to $25,000, reimbursing 50% of eligible expenses. The rules require a Pennsylvania business and qualifying regional manufacturing connections. Applicants must be able to pay vendors while waiting for reimbursement. A grant can reduce the bill; it does not abolish the need for cash in the bank.
A hospital becomes an investment strategy
AlphaLab Health offers another sort of proximity. At AHN Suburban, a former hospital in Bellevue, founders can access offices and BSL-1 laboratories. The partnership supplies clinical mentorship as well as business support. For a medical startup, discovering whether a product fits clinical practice is a task worth putting on the calendar early.
Medmiro’s CEO, Tyler Mironuck, cited that immediate connection to Allegheny Health Network when explaining the company’s move from Denver to Pittsburgh for the 2026 cohort. That is a more specific proposition than mentorship in the abstract: access to people inside the system the startup hopes to serve.
In 2024, an anonymous donor supplied a $10 million grant for an AlphaLab Health revolving investment fund. The design reinvests returns into future startups. It is an ambition for durable funding, dependent on investment outcomes. A neuroscience subtrack, announced with AHN, is planned for 2027.
Read the offer, then borrow the method
AlphaLab’s current standard terms combine a 3% fixed-percentage convertible equity instrument with a $100,000 uncapped SAFE, split into two $50,000 installments. The second depends on milestones. That is an ownership bargain, and an uncapped SAFE leaves the eventual ownership calculation for later.
The program requirements matter too: regular attendance in Pittsburgh and maintaining employees and facilities in Pennsylvania for five years. Failure to meet the geographic commitment triggers a transfer fee equal to the investment, payable in cash or equity equivalents. A founder wanting a fully remote experience should take that seriously.
Innovation Works’ own finances reinforce the public-purpose model. Its fiscal 2025 tax filing reports $14.61 million in revenue and $18.49 million in expenses; contributions supplied about 80% of revenue. Investment activity sits within an organization that depends heavily on outside support.
The portable lesson is to organize help around the next commercial obstacle. Ask customers before extending the product. Ask manufacturers before committing to production. Ask clinicians before assuming how care works. Pittsburgh’s version benefits from institutions already present in the region. Elsewhere, the method needs equivalent partners willing to do the work. The invention deserves applause. The next useful conversation deserves a meeting.