Scale lets companies outsource their human-powered tasks with one line of code

Comment

Image Credits:

A new startup called Scale, officially launching today, wants to make it easier for businesses to outsource their core processes and tasks that require people, not algorithms, to handle. This could include anything from appointment scheduling to more complicated matters like content moderation, transcriptions, and more.

Today, many companies handle outsourcing themselves by hiring and training contractors directly, via freelancer websites, or by taking advantage of Amazon’s Mechanical Turk, which lets anyone post tasks that any worker around the world can pick up and complete in exchange for a small fee.

Scale, however, aims to one-up Mechanical Turk by offering higher quality output.

“One big thing is that we’re screening our workers so heavily.” explains Scale co-founder Alexandr Wang. “On Mechanical Turk, it’s basically a crowdsourced model where anybody can sign up to be a Turker, I think is what they call them. That’s caused quality to be very low as a result.” When companies reach a certain scale or have a need for quality, Mechanical Turk doesn’t cut it, he adds.

Wang and Scale’s co-founder Lucy Guo are familiar with the problems companies face when it comes to outsourcing duties to remote workers thanks to their time working for Q&A site Quora and Snapchat. Both companies rely on manual content moderation processes for things like handling images and posts flagged by users and other matters.

They also have first-hand experience with the problem when they began their first startup, which was going to be a mobile app that helped people find and book doctors’ appointments.

“But we couldn’t focus on product dev because we were just calling doctors all day,” notes Guo, who worked in product at both Snapchat and Quora, previously.

This prompted their idea for Scale, which now offers developers an API they can plug into an app to automate the human-powered functions.

ava-globe-gif

To use Scale, a company places a line of code into their app to allow certain tasks to be completed on demand. Tasks can include categorization/content moderation, comparison, transcription, and phone calling. Using a standard REST API, the requests are sent to Scale’s servers, where the task is distributed to team members, and, in some cases, an additional quality check is also performed after the worker completes the task before it’s sent back.

On Scale’s side, it hires and vets independent contractors, who can offer responses to tasks in minutes. These workers have to prove they have a good grasp of written English and are capable of critical thinking skills. Unlike on Turk, they’re paid hourly and can earn roughly twice to three times as much as they would on a competing service. The hourly rate also ensures they won’t rush through tasks in order to make more money.

Screen Shot 2016-07-25 at 2.33.57 PM

In the future, Scale would like to bring the contractors in-house.

Scale’s solution is especially timely as chatbots are on the rise, which allow businesses to communicate with customers more conversationally through popular messaging platform like Skype and Facebook Messenger, for example.

But the problem with chatbots is that while many claim to be “powered by A.I.,” the truth is they lean on human labor, as well. This is true of Facebook Messenger’s personal assistant “M,” which uses human helpers to augment its A.I. capabilities as well as the shopping and assistance service Magic, which works like an SMS bot, but actually is connecting users with real people who get the requested tasks done.

“[Machine learning] and [artificial intelligence] are just not good enough right now, so when you send responses to chatbots they’re often just not able to process what you’re saying,” says Guo. “That’s why Facebook Messenger bots are so bad right now.”

The freemium service offers five requests for free, then goes up based on number of requests, and whether phone calls are involved. Current customers include Houzz, job finding site HigherMe, Hush, and RealTalk, and seven more are in pilot phases with the three-week old startup. So far, it has already processed over 20,000 API calls, the founders note.

Scale is a member of Y Combinator’s current batch, and has a small amount of seed funding from Arena VC.

More TechCrunch

Apple is bringing new accessibility features to iPads and iPhones, designed to cater to a diverse range of user needs.

Apple announces new accessibility features for iPhone and iPad users

TechCrunch Disrupt, our flagship startup event held annually in San Francisco, is back on October 28-30 — and you can expect a bustling crowd of thousands of startup enthusiasts. Exciting…

Startup Blueprint: TC Disrupt 2024 Builders Stage agenda sneak peek!

Mike Krieger, one of the co-founders of Instagram and, more recently, the co-founder of personalized news app Artifact (which TechCrunch corporate parent Yahoo recently acquired), is joining Anthropic as the…

Anthropic hires Instagram co-founder as head of product

Seven orgs so far have signed on to standardize the way data is collected and shared.

Venture orgs form alliance to standardize data collection

As cloud adoption continues to surge towards the $1 trillion mark in annual spend, we’re seeing a wave of enterprise startups gaining traction with customers and investors for tools to…

Alkira connects with $100M for a solution that connects your clouds

Charging has long been the Achilles’ heel of electric vehicles. One startup thinks it has a better way for apartment dwelling EV drivers to charge overnight.

Orange Charger thinks a $750 outlet will solve EV charging for apartment dwellers

So did investors laugh them out of the room when they explained how they wanted to replace Quickbooks? Kind of.

Embedded accounting startup Layer secures $2.3M toward goal of replacing Quickbooks

While an increasing number of companies are investing in AI, many are struggling to get AI-powered projects into production — much less delivering meaningful ROI. The challenges are many. But…

Weka raises $140M as the AI boom bolsters data platforms

PayHOA, a previously bootstrapped Kentucky-based startup that offers software for self-managed homeowner associations (HOAs), is an example of how real-world problems can translate into opportunity. It just raised a $27.5…

Meet PayHOA, a profitable and once-bootstrapped SaaS startup that just landed a $27.5M Series A

Restaurant365, which offers a restaurant management suite, has raised a hot $175M from ICONIQ Growth, KKR and L Catterton.

Restaurant365 orders in $175M at $1B+ valuation to supersize its food service software stack 

Venture firm Shilling has launched a €50M fund to support growth-stage startups in its own portfolio and to invest in startups everywhere else. 

Portuguese VC firm Shilling launches €50M opportunity fund to back growth-stage startups

Chang She, previously the VP of engineering at Tubi and a Cloudera veteran, has years of experience building data tooling and infrastructure. But when She began working in the AI…

LanceDB, which counts Midjourney as a customer, is building databases for multimodal AI

Trawa simplifies energy purchasing and management for SMEs by leveraging an AI-powered platform and downstream data from customers. 

Berlin-based trawa raises €10M to use AI to make buying renewable energy easier for SMEs

Lydia is splitting itself into two apps — Lydia for P2P payments and Sumeria for those looking for a mobile-first bank account.

Lydia, the French payments app with 8 million users, launches mobile banking app Sumeria

Cargo ships docking at a commercial port incur costs called “disbursements” and “port call expenses.” This might be port dues, towage, and pilotage fees. It’s a complex patchwork and all…

Shipping logistics startup Harbor Lab raises $16M Series A led by Atomico

AWS has confirmed its European “sovereign cloud” will go live by the end of 2025, enabling greater data residency for the region.

AWS confirms will launch European ‘sovereign cloud’ in Germany by 2025, plans €7.8B investment over 15 years

Go Digit, an Indian insurance startup, has raised $141 million from investors including Goldman Sachs, ADIA, and Morgan Stanley as part of its IPO.

Indian insurance startup Go Digit raises $141M from anchor investors ahead of IPO

Peakbridge intends to invest in between 16 and 20 companies, investing around $10 million in each company. It has made eight investments so far.

Food VC Peakbridge has new $187M fund to transform future of food, like lab-made cocoa

For over six decades, the nonprofit has been active in the financial services sector.

Accion’s new $152.5M fund will back financial institutions serving small businesses globally

Meta’s newest social network, Threads, is starting its own fact-checking program after piggybacking on Instagram and Facebook’s network for a few months.

Threads finally starts its own fact-checking program

Looking Glass makes trippy-looking mixed-reality screens that make things look 3D without the need of special glasses. Today, it launches a pair of new displays, including a 16-inch mode that…

Looking Glass launches new 3D displays

Replacing Sutskever is Jakub Pachocki, OpenAI’s director of research.

Ilya Sutskever, OpenAI co-founder and longtime chief scientist, departs

Intuitive Machines made history when it became the first private company to land a spacecraft on the moon, so it makes sense to adapt that tech for Mars.

Intuitive Machines wants to help NASA return samples from Mars

As Google revamps itself for the AI era, offering AI overviews within its search results, the company is introducing a new way to filter for just text-based links. With the…

Google adds ‘Web’ search filter for showing old-school text links as AI rolls out

Blue Origin’s New Shepard rocket will take a crew to suborbital space for the first time in nearly two years later this month, the company announced on Tuesday.  The NS-25…

Blue Origin to resume crewed New Shepard launches on May 19

This will enable developers to use the on-device model to power their own AI features.

Google is building its Gemini Nano AI model into Chrome on the desktop

It ran 110 minutes, but Google managed to reference AI a whopping 121 times during Google I/O 2024 (by its own count). CEO Sundar Pichai referenced the figure to wrap…

Google mentioned ‘AI’ 120+ times during its I/O keynote

Firebase Genkit is an open source framework that enables developers to quickly build AI into new and existing applications.

Google launches Firebase Genkit, a new open source framework for building AI-powered apps

In the coming months, Google says it will open up the Gemini Nano model to more developers.

Patreon and Grammarly are already experimenting with Gemini Nano, says Google

As part of the update, Reddit also launched a dedicated AMA tab within the web post composer.

Reddit introduces new tools for ‘Ask Me Anything,’ its Q&A feature