Startups

Shinkei Systems’ AI-guided fish harvesting is more humane and less wasteful

Comment

Image Credits: Shinkei Systems

Fresh fish isn’t really that fresh — even straight off the boat. The way they’re caught and killed is not only inhumane but detrimental to the resulting meat. There’s a far superior alternative, but it’s time-consuming and manual — but Shinkei Systems has figured out a way to automate it, even on the deck of a moving boat and has landed $1.3 million to bring its machine to market.

It’s unpleasant to think about, but fish harvesting doesn’t really give a lot of thought to the comfort of the fish. How could it at the scales fishing boats work at? What generally happens is the fish are dumped out of the net, roughly sorted and then thrown on ice to flap around and eventually suffocate minutes or hours later. Not great!

This isn’t just cruel, but it results in the fish’s body degrading faster due to the stress, bacteria in wounds and blood, and lactic acid in the muscles.

Of course, anyone who catches fish one by one knows you either have to keep them alive in water or kill them right away in order to get the best taste. Usually this involves stunning it with a blow to the head and then decapitating and gutting it. Still not pretty, but it’s better than the alternative.

Yet there is an even better way, a traditional Japanese method called ike-jime. Doing it this way is not only the most humane but also preserves the meat so well that it can go days or weeks longer than suffocated fish and tastes way better as well. The problem is it’s kind of an art.

Ike-jime involves piercing the brain with a sharp spike to send the fish to fish heaven, then quickly exsanguinating it, and after that destroying the spinal cord. Gruesome, yes, but all of these things prevent stress, suffering and the spreading of bacteria and destructive substances through the body. But it has to be done precisely and within a couple minutes of the fish being caught, so it doesn’t really scale.

That is, unless you automate it, which is what Shinkei Systems has done. The team, led by founder Saif Khawaja, has created a mechanical means of accomplishing ike-jime on fresh-caught fish, at a rate of one every 10-15 seconds.

A Shinkei machine on a fishing boat, left, and founder Saif Khawaja, right. Image Credits: Shinkei Systems

The machine, about the size of a big refrigerator, includes a hopper for incoming fish, an operational area and an output where it can go into an ice bath. A computer vision system identifies the species and shape of the fish it is holding, locates the brain and other important parts, and goes through the ike-jime motions, dispatching the fish quickly and reliably.

“The robotics perform at surgical-level accuracy — our vision for this is it’s completely hands-free, no operator,” Khawaja said, noting that it is also robust against boats’ natural pitching and rolling. “But it’s not simply edge detection; we use machine learning in our backbone. Even in the same species, even with the same contour, the brain can be in a different location. The benefit of our tech is we adapt to all fish.”

This hasn’t all been done in some secluded Silicon Valley garage, either. “We’ve deployed our first versions in pilots already; When I first started this project, I was taking midnight Greyhounds to get to the docks at 3 a.m. when they’re going out, because that’s they only way to talk to them. We’re working with fishermen in Maine, New Hampshire and on Cape Cod, and we’ve partnered with distributors for big restaurants in Manhattan.”

It isn’t just for the fish’s sake that Shinkei and its partners are going through all this. Kitchens pay a premium for fish processed via ike-jime, since it tastes better and lasts longer. The question for Shinkei was whether their machine-processed fish were comparable to the ones done by hand.

The fish processed via ike-jime, left, has less blood diffused in the flesh and is reportedly much better tasting as well as longer lasting. Image Credits: Shinkei Systems

“Probably the most exciting thing that’s happened, also the simplest, is we handed our fish to a sous chef from a Michelin-starred restaurant, one of the best in the world,” Khawaja said. “We gave him three boxes of fish: one asphyxiated, one hand processed, the third was us. The suffocated one was obvious, but he couldn’t tell the difference between the other two.”

Sushi chefs are more likely to be aware of the technique, but ike-jime is starting to get traction outside its current niche and Shinkei aims to accelerate that. By making it as simple as loading up a machine, they can enable more fishing boats and distributors to take part, earning more money and doing right by the fish as well.

Shinkei raised $1.3 million in a pre-seed round filed in January and is seeking further investment now, having done initial testing and revision of the design. “What we’re doing with this raise is improving R&D and improving the throughput of the device,” which operates slower than expert humans but has plenty of room for improvement. “We should be ready to go to production in the next few months. Now that we’re in the sales process, we’re meeting more large-scale distributors and public companies as well. We just want to put the machine in people’s hands.”

More TechCrunch

Expedia says Rathi Murthy and Sreenivas Rachamadugu, respectively its CTO and senior vice president of core services product & engineering, are no longer employed at the travel booking company. In…

Expedia says two execs dismissed after ‘violation of company policy’

When Jeffrey Wang posted to X asking if anyone wanted to go in on an order of fancy-but-affordable office nap pods, he didn’t expect the post to go viral.

With AI startups booming, nap pods and Silicon Valley hustle culture are back

OpenAI’s Superalignment team, responsible for developing ways to govern and steer “superintelligent” AI systems, was promised 20% of the company’s compute resources, according to a person from that team. But…

OpenAI created a team to control ‘superintelligent’ AI — then let it wither, source says

A new crop of early-stage startups — along with some recent VC investments — illustrates a niche emerging in the autonomous vehicle technology sector. Unlike the companies bringing robotaxis to…

VCs and the military are fueling self-driving startups that don’t need roads

When the founders of Sagetap, Sahil Khanna and Kevin Hughes, started working at early-stage enterprise software startups, they were surprised to find that the companies they worked at were trying…

Deal Dive: Sagetap looks to bring enterprise software sales into the 21st century

Keeping up with an industry as fast-moving as AI is a tall order. So until an AI can do it for you, here’s a handy roundup of recent stories in the world…

This Week in AI: OpenAI moves away from safety

After Apple loosened its App Store guidelines to permit game emulators, the retro game emulator Delta — an app 10 years in the making — hit the top of the…

Adobe comes after indie game emulator Delta for copying its logo

Meta is once again taking on its competitors by developing a feature that borrows concepts from others — in this case, BeReal and Snapchat. The company is developing a feature…

Meta’s latest experiment borrows from BeReal’s and Snapchat’s core ideas

Welcome to Startups Weekly! We’ve been drowning in AI news this week, with Google’s I/O setting the pace. And Elon Musk rages against the machine.

Startups Weekly: It’s the dawning of the age of AI — plus,  Musk is raging against the machine

IndieBio’s Bay Area incubator is about to debut its 15th cohort of biotech startups. We took special note of a few, which were making some major, bordering on ludicrous, claims…

IndieBio’s SF incubator lineup is making some wild biotech promises

YouTube TV has announced that its multiview feature for watching four streams at once is now available on Android phones and tablets. The Android launch comes two months after YouTube…

YouTube TV’s ‘multiview’ feature is now available on Android phones and tablets

Featured Article

Two Santa Cruz students uncover security bug that could let millions do their laundry for free

CSC ServiceWorks provides laundry machines to thousands of residential homes and universities, but the company ignored requests to fix a security bug.

1 day ago
Two Santa Cruz students uncover security bug that could let millions do their laundry for free

TechCrunch Disrupt 2024 is just around the corner, and the buzz is palpable. But what if we told you there’s a chance for you to not just attend, but also…

Harness the TechCrunch Effect: Host a Side Event at Disrupt 2024

Decks are all about telling a compelling story and Goodcarbon does a good job on that front. But there’s important information missing too.

Pitch Deck Teardown: Goodcarbon’s $5.5M seed deck

Slack is making it difficult for its customers if they want the company to stop using its data for model training.

Slack under attack over sneaky AI training policy

A Texas-based company that provides health insurance and benefit plans disclosed a data breach affecting almost 2.5 million people, some of whom had their Social Security number stolen. WebTPA said…

Healthcare company WebTPA discloses breach affecting 2.5 million people

Featured Article

Microsoft dodges UK antitrust scrutiny over its Mistral AI stake

Microsoft won’t be facing antitrust scrutiny in the U.K. over its recent investment into French AI startup Mistral AI.

1 day ago
Microsoft dodges UK antitrust scrutiny over its Mistral AI stake

Ember has partnered with HSBC in the U.K. so that the bank’s business customers can access Ember’s services from their online accounts.

Embedded finance is still trendy as accounting automation startup Ember partners with HSBC UK

Kudos uses AI to figure out consumer spending habits so it can then provide more personalized financial advice, like maximizing rewards and utilizing credit effectively.

Kudos lands $10M for an AI smart wallet that picks the best credit card for purchases

The EU’s warning comes after Microsoft failed to respond to a legally binding request for information that focused on its generative AI tools.

EU warns Microsoft it could be fined billions over missing GenAI risk info

The prospects for troubled banking-as-a-service startup Synapse have gone from bad to worse this week after a United States Trustee filed an emergency motion on Wednesday.  The trustee is asking…

A US Trustee wants troubled fintech Synapse to be liquidated via Chapter 7 bankruptcy, cites ‘gross mismanagement’

U.K.-based Seraphim Space is spinning up its 13th accelerator program, with nine participating companies working on a range of tech from propulsion to in-space manufacturing and space situational awareness. The…

Seraphim’s latest space accelerator welcomes nine companies

OpenAI has reached a deal with Reddit to use the social news site’s data for training AI models. In a blog post on OpenAI’s press relations site, the company said…

OpenAI inks deal to train AI on Reddit data

X users will now be able to discover posts from new Communities that are trending directly from an Explore tab within the section.

X pushes more users to Communities

For Mark Zuckerberg’s 40th birthday, his wife got him a photoshoot. Zuckerberg gives the camera a sly smile as he sits amid a carefully crafted re-creation of his childhood bedroom.…

Mark Zuckerberg’s makeover: Midlife crisis or carefully crafted rebrand?

Strava announced a slew of features, including AI to weed out leaderboard cheats, a new ‘family’ subscription plan, dark mode and more.

Strava taps AI to weed out leaderboard cheats, unveils ‘family’ plan, dark mode and more

We all fall down sometimes. Astronauts are no exception. You need to be in peak physical condition for space travel, but bulky space suits and lower gravity levels can be…

Astronauts fall over. Robotic limbs can help them back up.

Microsoft will launch its custom Cobalt 100 chips to customers as a public preview at its Build conference next week, TechCrunch has learned. In an analyst briefing ahead of Build,…

Microsoft’s custom Cobalt chips will come to Azure next week

What a wild week for transportation news! It was a smorgasbord of news that seemed to touch every sector and theme in transportation.

Tesla keeps cutting jobs and the feds probe Waymo

Sony Music Group has sent letters to more than 700 tech companies and music streaming services to warn them not to use its music to train AI without explicit permission.…

Sony Music warns tech companies over ‘unauthorized’ use of its content to train AI