TechCrunch+

To get a roundup of TechCrunch’s biggest and most important stories delivered to your inbox every day at 3 p.m. PDT, subscribe here.

Oh hey! While we have you here, grab your calendar — we’ve got some things for you to add. For the stargazers among us, we’ll be in Los Angeles doing TC Sessions: Space on December 6. And on April 20, 2023, we’re heading to Boston for our TC Early Stage festival. Come to either. Come to both. Come to neither. We love you all just the same. But we’d prefer to see your faces in person if we can!

Oh, and did you know it’s “Giving Tuesday”? That means it’s time to think about which of your favorite causes deserve some of your time or dollars, if you have some of either to spare. — Christine and Haje

The TechCrunch Top 3

And the winner is…: Okay, all you fans of taking photos of yourself “in the now,” no matter where you are. Ivan writes that BeReal won “app of the year” for 2022 in Apple’s annual App Store Awards.
Order up!: Nigerian restaurant tech company Orda gobbled up $3.4 million and is now perfecting its recipe for a cloud-based operating system that helps digitize Africa’s small restaurants. Tage has more.
M&A action: Manish reports that India-based fintech CRED is acquiring CreditVidya, a SaaS startup specializing in underwriting first-time borrowers. He reports that this is CRED’s latest move to expand its infrastructure and product offerings.

Startups and VC

The venture market is in the middle of a downturn, but there are still plenty of emerging fund managers. Seedstars announced today it has launched a platform called Seedstars Capital with Swiss-based investment holding company xMultiplied to help new fund managers around the world launch funds and develop their investment firms. The folks behind the initiative told Catherine that “Seedstars’ mission is to impact people’s lives in emerging markets through technology and entrepreneurship.”

Earlier today, renowned VC Bill Gurley put together a list of the many “red flags” that VCs should have paid closer attention to when funding FTX, suggesting in a tweet that this summary of warning signs might help keep VCs “out of the investor hurt locker” going forward. All good and well, but in her great piece today, Connie wonders if publishing them now is a little like shouting “Fire!” after everyone is already outside the theater, watching its smoldering remains dissolve into the parking lot. Most of the behaviors that Gurley identified today came to a grinding halt when the market abruptly shifted in spring, and by then, the damage was already done.

And we have five more for you. Can you spot the theme of these puns? Send an @Haje on Twitter if you think you know the answer!

Botloose: Locus raises another $117 million for its warehouse robots, Brian reports.
Elephant Green: Haje reviews Abby, a sleek one-plant weed farm for your apartment.
Planes, Trains, and EV Taxis: Annie reports that Kenya’s first EV taxi service NopeaRide shuts down.
Post/a16z: Amanda reports that Twitter alternative Post News gets funding from a16z.
Should they have left?: As Pipe’s founding team departs, tensions rise over allegations, Mary Ann reports.

Early-stage founders still have currency: Fundraising in times of greater VC scrutiny

According to a pre-seed report by DocSend, founders took an average of 52 meetings with investors in 2022, compared to 39 last year. At the same time, they are submitting 30% more pitch decks, but VC engagement has fallen 23%.

“Founders may be discouraged in this environment, but they need to remember that they have ‘currency,’ too,” said Russ Heddleston, co-founder and former CEO of DocSend at Dropbox.

DocSend’s report recommends using no more than 50 words per slide. The sections of the deck that address purpose, product and business model are the meat in the sandwich, so founders should spend the most time polishing those points.

“Investors spent the third-highest amount of time reviewing the company purpose slide in pre-seed pitch decks, behind only the business model and product slides,” said Heddleston.

Three more from the TC+ team:

The chain of fools: As BlockFi files for bankruptcy, Jacquelyn wonders, How contagious will FTX’s downfall become?
Don’t be gentle — it’s a rental: If EVs can work in rental car fleets, writes Tim, they can work anywhere.
Hitting the brakes: As tech companies seek to limit losses, TC+ boss Alex has a reminder in the Exchange of how far some have to go.

TechCrunch+ is our membership program that helps founders and startup teams get ahead of the pack. You can sign up here. Use code “DC” for a 15% discount on an annual subscription!

Big Tech Inc.

A group of our fine folks are covering Amazon’s AWS re:Invent conference in Las Vegas this week and have already posted a number of AWS announcements and updates. If you’re looking for recommendations, let us steer you toward:

Frederic’s story on Amazon DataZone, a new data management service that “can help enterprises catalog, discover, share and — most importantly — govern their data.” If you have “Danger Zone” stuck in your head now, you’re welcome.
Ron’s item on AWS Supply Chain, Amazon’s answer to “supply chain chaos.”
Paul’s look at the AWS natural language updates to QuickSight Q.
Brian’s story on the new AWS SimSpace Weaver, which “allows developers to run city-sized simulations at scale in the cloud.”

Here’s a bit of non-AWS news for ya:

It’s like your own little Coachella: Ivan’s story on the Instafest app went viral into the wee hours of this morning. The app lets you create your own music festival lineup from your Spotify faves.
Just when you thought it was safe to go into the water…: India wants to keep its citizens protected from cryptocurrency, but at the same time is poised to introduce a retail digital currency, called e-rupee, starting in December. It’s intended to lessen the country’s dependency on cash, Manish reports.
It’s not about the money, money, money: People be shoppin’ after Thanksgiving, and Ingrid writes that Cyber Monday online sales hit a record of $11.3 billion, and not just because prices have gone up with inflation — deep discounts and demand for certain products helped.
Letting the bird out of the cage: Be careful where you get your COVID-19 news. Natasha L reports that Twitter is no longer enforcing its COVID misleading information policy when it comes to virus posts.
What about your friends?: Moving over to Mastodon? Don’t worry, Sarah has a look at Movetodon, a new tool that helps you find your Twitter friends over there.

Daily Crunch: Apple announces its 2022 App Store Award winners by Christine Hall originally published on TechCrunch

Despite global headwinds, Southeast Asia’s early stage startups are still going strong, say the founders of Iterative Capital. The Singapore-based venture capital firm, which runs a YC-style accelerator program, announced today it has raised $55 million for its Fund II from LPs like Cendana, K5 Global, Village Global and Goodwater Capital.

Other backers include a group of founders and executives, such Dropbox co-founder Arash Ferdowsi, Bukalapak co-founder and former CEO Achmad Zaky, Andreessen Horowitz general partner Andrew Chen, former YC COO Qasar Younis, former Foursquare CEO David Shim and Airbnb Asia head Kum Hong Siew.

Since launching Iterative’s Fund I in 2021, the firm has backed more than 65 companies in 5 cohorts. Its portfolio companies have raised $163 million in follow-on funding and are worth $1.2 billion in total. Venture firms that have invested in Iterative’s portfolio companies include Insight Partners, Tiger Global, Monk’s Hill, Wavemaker and Hustle Fund.

The new funding will allow Iterative to increase its check sizes to $500,000 and add more programs for founders in different stages, including ones for earlier-stage founders who aren’t ready for an accelerator yet and later-stage founders who have already gained strong traction. With Fund II, Iterative’s plan is have bigger batches of startups of about 30 each. Its goal is to invest in 100-plus companies at more stages, including pre-seed, seed and Series A startups. While Iterative’s first fund did not perform follow-on investments, the firm is now in the position to do so.

Iterative co-founder and general partner Brian Ma said Fund II took just four weeks to raise, because Fund I’s founders performed well. Many of the first fund’s LPs returned and attractive return profiles in Southeast Asia also attracted new LPs.

Startups in Iterative programs have access to its 80+ group of venture partners and visiting partners, who are all previous or current operating founders.

“More concretely, we run weekly office hours, group office hours, speakers and workshops with our visiting partners, have a scaled out fundraise bootcamp program, a built out network to automate white-gloved introductions to investors and 450+ investors engage with our startups at our demo days,” said Ma.

“Some of the most important work actually happens post-cohort, where we help alumni companies deal with negotiating their A’s or B’s, deal with scaling their organizations and help coach them through cofounder issues and other growing pains.”

Some examples of Iterative’s portfolio companies that have recent raised money include Spenmo, which closed a $85 million Series B round led by Tiger Global; travel company GoZayaan, which raised $8 million and acquired FindMyAdventureto expand beyond Pakistan; and proptech startup Propseller, which raised $12 million Series A in August. Meanwhile, another Iterative alum, Sendhelper, was acquired by PropertyGuru in October.

Iterative’s founders remain upbeat about startups in Southeast Asia. Even though there are currently less startups currently exiting there, early-stage investments continue to increase. For example, a report by Google, Temasek and Bain & Co. found that Southeast Asia is “relatively less impacted by global economic trends” and that its real GDP growth is still 4.6% year-over-year. Iterative’s founders also note that Southeast Asia’s digital economy is expected to reach $200 billion this year, while Indonesia’s online spending it expected to hit $130 billion by 2025. Vietnam is an especially promising market, forecasted to more than double its online GMV over the next three years.

Ma said Southeast Asian startups benefit from high potential and reasonable valuations. “With depressed economies and lofty priced companies in the U.S., China, etc., more capital is flowing into more nascent and higher growth regions like Southeast Asia. We believe this is where the best returns will come from in the next 7 to 10 years.”

Iterative launches its second fund for Southeast Asia startups by Catherine Shu originally published on TechCrunch

NASA’s plan to decommission and deorbit the International Space Station (ISS) by 2031 creates another collaborative, multinational opportunity to provide a persistent orbital presence. Yet, the path to achieving that goal remains unclear.

Here’s the rub. No one knows exactly what that presence looks like, how it should be built, who would run it and how it would make money. These complex questions are why we’re thrilled that Blue Origin’s Shahir Gerges, director of business strategy for Orbital Reef, will join us for a fireside chat onstage at TC Sessions: Space on December 6.

These aren’t issues for engineers and astronauts to solve, although they must be involved in the discussion. Instead, it will take far-sighted business leaders who see where the market is headed. They’ll also need to build a compelling case for how a phenomenally expensive expedition, like a long-term space station, can reasonably be expected to pay for itself over a 10-year period.

What, who and how much will it take to build a safe, thriving commercial space economy? What can and should the world expect from privately operated successors to the ISS?

In a session called “Space Station Shake-up,” Gerges, an expert in the realm of commercial space stations, will share his perspective. Be in the room to hear what this space ace has to say about that and more.

Shahir Gerges serves as the director of business strategy for Orbital Reef, within Blue Origin. Orbital Reef is designed to be a mixed-use space station in low Earth orbit for commerce, research and tourism by the end of this decade. Focused on long-term financial sustainability for Orbital Reef, Gerges develops offerings to cultivate growth in new and emerging markets that would benefit from the on-orbit environment, including microgravity.

Before joining Blue Origin, Gerges worked as a strategy consultant at PricewaterhouseCoopers, where he advised industrial companies (including aerospace and defense) on market strategy decisions, internal operations strategy and multiple-deal due diligence. Gerges started his career at United Launch Alliance working in various engineering and strategy roles, as well as supporting government affairs.

Gerges holds a bachelor’s degree in aerospace engineering from Illinois Institute of Technology and an MBA from Georgetown University.

TC Sessions: Space takes place on December 6 in Los Angeles. Buy your pass today, join us to learn about the latest space economy trends, see cutting-edge technology, and network for opportunities to help you build a better, stronger startup.

Is your company interested in sponsoring or exhibiting at TC Sessions: Space? Contact our sponsorship sales team byfilling out this form.

Blue Origin’s Shahir Gerges discusses a post-ISS orbital economy at TC Sessions: Space by Lauren Simonds originally published on TechCrunch

AWS introduced Contact Center, its customer service oriented product some years ago, putting it smack dab in the middle of enterprise applications. It also places the company in the position of competing directly with the likes of Salesforce and other established enterprise SaaS vendors.

When you are competing in that space, you need some powerful features, and today at AWS re:invent in Las Vegas, AWS CEO Adam Selipsky introduced three features to help bring more automation to managing Amazon Contact Centers running on AWS.

For starters, the company is introducing new performance management capabilities under Contact Lens for Amazon Connect designed to help managers identify CSAs who are having issues. The solution uses a combination of performance review forms and machine learning-driven voice analytics to review job performance.

In reality, it’s supposed to help identify agents who might need additional training or coaching. “These reduce the time the contact center managers spend identifying performance issues and helping to coach agents,” Selipsky explained today. Employees could see it differently (the bot says I didn’t answer correctly).

Somewhat along the same lines, AWS is also introducing a new capability to guide agents through customer interaction so they can resolve issues faster and in a more consistent manner. This should help reduce the number of mistakes, and the need for the prior feature (at least in theory).

The company also announced the general availability of Amazon Connect forecasting, which was originally announced in March this year. It’s designed to help contact center managers optimize agent schedules and ensure that they have the right people available.

“Connect is a great example of how the cloud is removing constraints to reimagine business challenges like delivering better customer service,” Selipsky said, something that SaaS companies have known all along, but for AWS, which tends to concentrate on infrastructure and platform pieces, it is a different approach.

AWS adds automated agent monitoring to Amazon Contact Center by Ron Miller originally published on TechCrunch

This time two years ago, I changed up my annual gift guide feature’s focus from travel to working from home. After all, very few of us were doing much traveling at the time. I planned to switch back as the world reopened; it’s clear now, however, that for many of us, there is no going back to the before times.

The pandemic has had a number of lasting impacts in our lives, including how – and where – we work. But the transition from the office to home requires more than simply choosing not to get on that train every morning.

Creating a home office is a deliberate act. At its center is building a space where it’s possible to be every bit as productive in the absence of in-face meetings and awkward break room conversations. You need to build a place that will sufficiently separate work life from the personal for eight to 10 hours a day.

Here’s a handy gift guide for the person in life who needs a little extra push into that – or perhaps requires a refresh on some of the gear they purchased early into the pandemic.

This article contains links to affiliate partners where available. When you buy through these links, TechCrunch may earn an affiliate commission

1. Mac Studio

This thing is a beast. This is that money-is-no-object gift to really, properly transform that spare room into a home office. There are far less expensive options out there – including several from Apple – but the Mac Studio is a beautiful and wildly powerful desktop.

And hey, while you’re picking up that little square computer, why not shell out for the $1,599 27-inch 5K Studio Display? It’s a heck of a one-two combo – though fair warning, the Studio Display’s webcam continues to be lacking for a system at that price point. Aside from that, picking up one of these will make you never want to go into the office (or, perhaps, leave the house) ever again.

Price: Mac Studio $1,999, Studio Display $1,599

Available from: Apple

2. Opal C1

Speaking of webcams, I continue to get a lot of compliments on the picture quality from the Opal C1. The startup’s hardware had great image quality out of the gate that nearly rivaled a desktop DSLR, and subsequent software updates have only made things better. The company has worked out most of the beta bugs, with firmware that will work with all the major teleconferencing platforms and tweaks to image quality that make this is a hard one to beat.

Also worth a look is the Insta360 Link. The webcam is priced the same at $300, but the clever gimbal base makes for more dynamic shot tracking. That’s great for those who like to move around a bit more during remote meetings.

Price: $300

Available from: Opal

3. Shure MV7

I love this mic. I asked Shure to send me one for gift guide testing purposes and wound up writing a bit of a love letter to the thing in the meantime. As I shifted from in-person to remote podcasting during the pandemic, I’ve spent a lot of time trying to find the perfect USB mic. With design and sound-quality to rival its famous XLR counterparts, the directional MV7 is going to be a hard one to beat.

I recently recorded an NPR interview on the thing, and have turned it into my day-to-day teleconferencing microphone. It’s about as close as you’ll get to plug and play at this level, and the sound rivals studio quality recordings. Honestly, I can’t say enough good things about it. Pair this with the Opal cam and wow everyone on that Zoom call.

Price: $225
Available from: Amazon

4. Google Nest WiFi Pro

The Google Nest WiFi Pro is a bit of an odd duck. Like some of the products above, it’s super easy to use. After years of wildly complicated router installs, it’s a breath of fresh air. Setup is effectively as easy as getting a smart speaker up and running. Also like the above, it may be a lot more powerful than most need. The system supports extremely fast download speeds via WiFi 6E – and there’s a good chance your existing ISP is going to be the biggest bottleneck.

I’ve happily ditched my ISP’s hardware for one and haven’t looked back. It’s reasonably priced at $200 (larger homes may want to go the mesh route with the two- or three-device bundle) and designed to blend in with its surroundings, much like the rest of the Nest line.

Price: $200
Available from: Google

5. Sony WH-1000XM5

Unless you live alone in the middle of nowhere, a good pair of noise canceling headphones are a must — and over ear models don’t come better than this. Sony continues to be my top pick in the category, courtesy of sound quality, comfort, battery life and active noise canceling. And bonus: when it’s time to get back on the road, these are a perfect carryon companion.

Price: $350
Available from: Amazon

6. Satechi Accessories

I love me a good Satechi accessory. The company makes clever, well designed products that blend in well with their surroundings.

The 2-in-1 Headphone Stand With Wireless Charger is a particularly good desktop companion. The bar up top gives you a place to keep the over-ear headphones, with a USB-C port in the rear to keep them charged up. Below is a MagSafe compatible wireless charging pad for your iPhone or AirPods.

The 3-in-1 Magnetic Charging stand is a bit pricier. It’s great way to charge up the iPhone, AirPods and Apple Watch in one fell swoop. The MagSafe pad is also designed to keep the phone upright, so you can continue to use it while topping up the battery.

Price: 2-in1 Headphone Stand With Wireless, $80 | 3-IN-1 Magnetic Wireless Charging Stand, $120
Available from: Satechi

7. Keychron Q5 QMK Custom Mechanical Keyboard

I asked my friend (and fellow TechCruncher) Frederic to recommend a nice, accessible mechanical keyboard for my work from home guide. He recommended the Keychron Q5 QMK Custom Mechanical Keyboard. The accessory is customizable, but it’s nothing too fancy, just a great feeling, terrific sounding, well-priced mechanical keyboard that will help your loved one reconnect with the joys of typing.

Price: $200
Available from: Keychron

8. Coway Airmega AP-1512HH Mighty

How about the person who seems to otherwise have their office in order? No one has ever regetted bringing a high-quality air purifier into their house. There are a lot of overpriced products and quite a bit of snake oil in this category, but the Coway Airmega AP-1512HH Mighty is a reasonably priced powerhouse. This HEPA filter is designed to cleaning a space up to to 874 sq. ft. in around half an hour, promising to reduce 99.999% of 0.01-micron particles.

In addition to removing pollen and odors, there’s a built in pollution sensor that showcases a room’s air quality in real time. It’s hard to imagine a better gift than the gift of breathable air.

Price: $220
Available from:Amazon

8 Great gifts for anyone working from home by Brian Heater originally published on TechCrunch

Over the last several years, we’ve seen supply chain disruptions the likes of which we haven’t seen previously. The pandemic led to a series of issues that spiraled into a full-blown supply chain crisis.

Amazon wants to put AWS technology to work on the problem, and today the company announced a new supply chain solution at AWS re:Invent in Las Vegas.

AWS CEO Adam Selipsky talked about the supply chain disruptions in today’s keynote. “The last few years have highlighted the importance of supply chain resilience from baby formula shortages to ships circling ports unable to unload, the disruptions have been widespread. Addressing supply chain issues around inventory is especially critical,” he said.

And that is an area where the company wants to put its strengths to work with a new solution called AWS Supply Chain.

“So today I am thrilled to announce the preview of AWS Supply Chain, a new cloud application that improves supply chain visibility, delivers actionable insights to help customers mitigate supply chain risks and lower costs. With AWS Supply Chain you get a unified view of your supply chain data, ML-powered insights, recommended actions and built-in collaboration capabilities, so you can react quickly to unexpected issues,” Selipsky explained.

Selipsky says that the solution is designed to strip away the complexity associated with managing this kinds of data. “First, with just a few clicks you connect your supply chain data from SAP, EDI or other sources like warehouse management or order management systems. Then AWS Supply Chain automatically sets up a data lake using ML models that have been pre-trained to understand, extract and transform disparate incompatible data into a unified data model.”

It then lets you display your supply chain data on a map, and drill down on specific locations to find where inventory is and how you can eliminate issues in any particular location, all while communicating with supply chain managers across your organization from the same tool.

“AWS supply chain helps you mitigate risk and lower cost by giving you a unified supply chain and surfacing the best actionable insights all with a single pricing and no upfront licensing fees,” he said — and he promised as is often the case with AWS annoucements, this is just the start.

Over time the company plans to add additional functionality and linkages. “And this is just the beginning. We’re going to continue to invest here and work to solve your hardest supply chain problems,” he said.

AWS Supply Chain is available in preview starting today.

Amazon introduces AWS Supply Chain to help bring order to supply chain chaos by Ron Miller originally published on TechCrunch

AWS today launched a new service that will help users inside an advertising or marketing organization share data with other employees inside their company or with outside partners, all without running the risk of inadvertently sharing personal data.

This new service is part of Amazon’s new AWS for Advertising & Marketing initiative, which aims to leverage existing AWS services — and those from its partners — to provide purpose-built services for them. Clean Rooms is the first major new product of this initiative.

“Data clean rooms are protected environments where multiple parties can analyze combined data without ever exposing the raw data have emerged as a solution,” AWS CEO Adam Selipsky explained in today’s keynotes. “The clean rooms are hard to build. Their complex requirements take months to develop and once you’ve built a clean room you have to continuously update the data all the while meeting requests for new collaborators and data types.”

A company that has a customer’s loyalty data, for example, could collaborate with another that has data on a user’s ad-clicking behavior to create new insights into a user’s behavior, all without every sharing that user’s raw and identifiable data, Selipsky argued.

“With these insights, we can produce even more relevant ads while maintaining privacy for everyone to get started,” he said. “Brands and media publishers use the clean room console or the API and they set up a clean room and start collaborating with other companies in just a few clicks. So instead of spending months of development time to customize the types of queries and restrictions, you just need to allow partners to run these clean rooms with you.”

The idea here is to provide a single service that companies can use to collaborate on data while still protecting the underlying data, using a set of configurable controls. All collaborators can contribute their own data, be it in plain text, hashed, or pre-encrypted. Then, they can use these clean rooms to collaborate on this data, all without revealing the raw data to each other.

In total, there can be up to five collaborators and their data is stored in an AWS Glue Data Catalog. When anyone runs a query over this data, Clean Rooms will read it, wherever it lives, and then the service will automatically apply the pre-set rules to protect each participant’s raw data. Each table can have its own rules, which restrict the type of query that is allowed. Encrypted data will remain encrypted when these queries are run.

“Customers in the advertising and marketing industry have been seeking new ways to interoperate with their partners while protecting consumer data and reducing heavy lifting from their engineering teams,” said Tim Barnes, director of solutions for advertising & marketing technology at AWS. “With the launch of AWS Clean Rooms and AWS for Advertising & Marketing, AWS customers now have a broad set of solutions that make it easier for them to securely collaborate together, operate cost-effectively at petabyte scale and millisecond latency, and innovate more quickly in areas like advertising measurement and customer experience.”

AWS gets data clean rooms for analytics data by Frederic Lardinois originally published on TechCrunch

At this morning’s Re:Invent keynote in Las Vegas, Amazon unveiled AWS SimSpace Weaver, a computing service that allows developers to run city-sized simulations at scale in the cloud. The service is designed to free simulation developers from the constraints of their own hardware.

Amazon’s proposed applications here are city managers simulating a natural disaster to test emergency response systems, as well the impact of sports games on traffic flow. These are complex situations with a lot of moving parts, which shouldn’t require watching a real life instance to gain insight. Among the other advantages to running this in the cloud is the ability to have multiple external parties view and interact with the simulation remotely in real-time.

“Simulating these events requires modeling hundreds of thousands of independent dynamic entities to represent the people and vehicles,” AWS Principal Developer Advocate, Marcia Villalba, notes in a blog post. “Each entity has its own set of behaviors that need to be modeled as it moves throughout the world and interacts with other entities. Simulating this at a real-world scale requires CPU and memory beyond what you can have in one instance.”

The system works by portioning the space into instances and partions, creating the kind of grip design you see above. SimSpace Weaver’s data replication system manages memory management and networking for transferring entities across partitions. The company notes that, while SimSpace Weaver is not, itself a simulator. Instead, it creates a basis on which a simulator can be built across instances, effectively weaving (hence the name) multiple instances together into a single experience.

Unity and Unreal Engine 5 developers can access the system through SimSpace Weaver plug-ins. It’s available starting today in the U.S. East, U.S. West, Asia-Pacific and Europe AWS Regions. There’s no licensing fee, instead the pricing depends on the number of instances a developer integrates into the simulation.

AWS SimSpace Weaver can run city-sized simulations in the Cloud by Brian Heater originally published on TechCrunch

Amazon Web Services (AWS) has announced some notable new natural language querying capabilities that enable non-analysts to forecast future business outcomes.

By way of a quick recap, AWS first introduced its QuickSight business intelligence service back in 2015, allowing customers to visualize their data through dashboards and reports without requiring the technical prowess of a developer. Fast-forward to 2020, and AWS introduced natural language queries to the mix via QuickSight Q, enabling users to find answers simply by typing plain-English questions into a search bar, such as “show me this month’s sales by segment.”

Todays’ announcement builds on that, by serving answers to future-gazing questions.

ML-powered forecasting with Q, as AWS CEO Adam Selipsky referred to the new feature on stage at AWS re:Invent today, allows users to view business performance forecasts without involving any analysts or data scientists. All they have to do is enter “forecast” or “show me a forecast” into the search bar, followed by up to three metrics (e.g. “sales”), and Q will deliver the appropriate visualizations for that query.

On top of that, users can include filters, for example if they want to see sales for a specific region over a specific timeframe.

Additionally, QuickSight Q will also now support natural language “why” questions, allowing non-analysts to drill down into the data and figure out what factors led to a particular outcome.

For example, if a graph shows that enrolment in a course dropped, the user might also want to know why it dropped. So they would start such a query with the word “why,” and then follow it up with a metric and a timeframe. In this case, the question could be: “Why did enrollment drop in 2021“?

Both forecasting and “why” questions are available to users from today.

AWS now supports natural language forecasting queries in QuickSight Q by Paul Sawers originally published on TechCrunch

As companies build more complex machine learning models, the cost of training and running these models becomes a real issue. AWS has created a series of custom instances to help bring down the cost, and today it introduced a preview of an all-new Inf2 instance for EC2 designed to process data from larger workloads more efficiently.

AWS CEO Adam Selipsky made the announcement today at AWS re:Invent in Las Vegas

As Selipsky explained, “Inf1 is great for small-to-medium complexity models, but for larger models, customers have often relied on more powerful instances because they don’t actually have the optimal resource configuration for their inference workloads,” he told the AWS re:Invent audience.

They did this because up until now, there simply wasn’t another solution available to help bring down the cost and complexity of processing these larger workloads.

“You want to choose the solution that is the best fit for your specific needs, which is why today I’m excited to announce a preview of the Inf2 instance powered by our new inferential two chip,” he said.

For folks who need that extra power, Inf2 provides it. “Customers can deploy a 175 billion parameter model for inference on a single instrument with four times higher throughput and 1/10 the latency of Inf1 instances,” he said.

The new instances are available in preview starting today.

Amazon announces preview of new Inf2 instances designed for larger models by Ron Miller originally published on TechCrunch