About 12 out of every 100 dental restorations don't fit the patient's mouth and have to be remade from scratch. For years, the US dental industry has treated that number as an unavoidable cost of doing business. A dental restoration is a fully custom product. Three steps have to mesh without error to produce one: precisely capturing the patient's oral anatomy, the dentist relaying that information accurately to a dental lab, and the lab technician building the piece from that data. If any link in the chain slips, the result goes back to square one. The industry calls this a "remake," and the cost has long been absorbed — in different forms — by dentists, lab technicians, and patients alike.
The person who finally took on that 12% wasn't a consultant or a tech-industry transplant — it was a dentist who had spent years treating patients in the US. Jinhyuk Kook, founder of Innovide, watched the remake cycle repeat itself from the inside while practicing dentistry. Oral scan data traveled by email, prescription details were passed along as handwritten notes, and lab technicians started work with incomplete information. Even after digital scanners became standard, there was still no standardized channel for getting that data to the lab. That gap was what produced the 12%. Kook decided to redesign the gap from the ground up precisely because he'd spent long enough inside it to see exactly where it broke.
How the 'Uber for Dental Restorations' Came Together
Innovide is a digital marketplace connecting dentists with dental labs. When a dentist uploads prescription details and oral scan data to the platform, the system routes the case to a registered lab with expertise in that particular type of restoration. Every exchange during the ordering process is logged on the platform, and whenever a remake happens, the platform captures exactly what information was missing. Labs get clearer context before they start work, and dentists can check a lab's track record to see which types of restorations it handles well.
The nickname "Uber for dental restorations" comes from the similarity in how the matching works. Just as Uber connects riders with drivers, Innovide connects dentists with lab technicians, replacing relationships that used to depend on personal contact lists and habitual vendor relationships. Dentists spend less time hunting down a trustworthy lab, and labs gain a channel to showcase their work to dentists they'd never had access to before.
But there's a key difference from Uber. An Uber driver offers roughly the same service in any city, while dental lab technicians specialize to varying degrees by restoration type. The same technician isn't necessarily equally skilled at implant restorations and removable appliances. Remake rates only fall once the platform can match that specialization accurately. Where Uber rates drivers with a star system, Innovide accumulates data on each technician's track record by restoration type and the root causes behind past remakes.
This is where the founder's background as a dentist actually matters. Which piece of missing prescription information makes a technician start guessing; which fields dentists habitually skip when writing a prescription; what information a lab needs first when a remake request comes in — these are details that don't surface in a handful of interviews. They're exactly what determines which fields the platform makes mandatory, how it classifies remake causes, and in what order it presents prescription information to technicians.
Domain Expertise Isn't Always an Advantage for Founders
There's a counterargument to this narrative, too. Silicon Valley has repeated the claim that domain experts have an edge in solving their own industry's problems, but that same logic has been used to explain plenty of failures. Knowing the field well isn't the same as being able to design the whole market around it. A dentist understands the relationship between patient and restoration deeply, but a lab's cost structure, a technician's order patterns, and how labs compete on price are things other stakeholders may grasp in far finer detail. Pinpointing your own industry's pain accurately is one skill; designing a platform that resolves that pain in a way that benefits every participant at once is another.
Healthcare platforms frequently run into regulatory and reimbursement constraints. A market like dental restorations, where most services are paid out of pocket rather than covered by insurance, is relatively free of fee-schedule regulation — but that also means fiercer price competition and thinner margins for labs. The more a platform intermediates transactions, the more its commission piles up as an added cost for labs. Cutting the 12% remake rate is a clear win for dentists and patients, but it's hard to ignore that remake work itself had been a source of lab income. Even when a change points toward greater efficiency, how the resulting gains get distributed can determine whether labs actually cooperate.
Even so, what makes Innovide worth watching is that it builds a fix for information asymmetry directly into the platform's structure. As remake causes accumulate as data, patterns emerge showing which types of missing prescription information lead to remakes. That data can extend well beyond simple matchmaking, toward raising quality standards across restoration work generally. Even if the business starts out as a commission-based marketplace, it has room to evolve toward services like quality track records by technician type or completeness benchmarks for prescription data. Whichever platform accumulates the most remake data ends up in the position of setting the quality standard itself.
Where's the 12% in Your Own Industry?
"12% of dental restorations" sounds like a story specific to one industry. But pull out the structure behind the number, and the question changes shape: where, in the industry I work in right now, is the waste I've long taken for granted as unavoidable?
The hours a freelance designer loses to endless revision rounds with a client. The share of empty runs in a small logistics team's dispatch process. The last-minute errors that recur at every proofing-printing-delivery handoff in a small publishing house. Every industry has old inefficiencies like these, and the person who understands the structure of that inefficiency most precisely is almost always the one who's worked inside it the longest. And yet that same person rarely turns the inefficiency into a system fix. The instinct that says "that's just how it is" tends to settle in before the eye for improvement does.
There's a gap between hands-on experience and business design. Management theory teaches market entry and competitive positioning, but knowing exactly where the information gaps sit in a given industry is something you can only learn by working inside it. There's a part theory doesn't teach, and that part lives in years of accumulated field experience. Innovide's dentist-founder was able to put that gap into a single number: 12%. That number became the language he used to explain the company to investors, and the coordinate that gave his team a shared direction.
If you're currently running a solo business or a small team, this is a question worth asking yourself: in the area I've worked in for years, is there an information gap that someone has to fill in by hand, every single time? Can that gap be expressed as a number? A vague sense that "this is annoying" is hard to act on, but "12 out of 100" becomes a starting point for sizing the market. Once you're holding that number, the cost you'd been absorbing finally starts to look like a problem you can solve.
In the story of a dentist building a platform for dental restorations, the question I keep coming back to is: why didn't someone do this sooner? People who'd worked in the industry for decades had absorbed the inefficiency as routine, and people coming in from outside the industry had no way of even knowing that 12% existed. The platform was built by someone standing in the exact spot both groups had walked past — someone who'd spent a long time in that spot and chose, even so, to see it differently.
