Dbt is an analytics engineering workflow tool. The command line based build tool enables data analysts and engineers to transform data in their warehouse and can take ownership of the entire analytics engineering workflow, from writing data transformation code to deployment and documentation. It automates data quality testing, deploys analytics code, and delivers data with documentation.

dbt is a development framework that combines modular SQL with software engineering best practices to make data transformation reliable, fast, and fun.

Electric is reinventing how businesses manage their IT. Providing real-time IT support to 30,000 users and centralized IT management to over 400 customers, Electric offers companies a 50% reduction in IT spend and standardized security across devices, apps, and networks, whether you're on-site or remote.

Postman is the world’s leading collaboration platform for API development. Postman's features simplify each step of building an API and streamline collaboration to help create better APIs—faster.

Simply Business is a business insurance broker that offers tailored business insurance quotes to its clients.


Betterment is an online investment company that offers investing and retirement solutions for their current clients and clients-to-be.


Meta-search platform for vacation rentals

Netlify is a web development cloud for building, deploying and scaling modern web applications. By integrating the ecosystem of Javascript frameworks, developer tools, and APIs into powerful workflows, Netlify makes it simple for teams of any size to build all their web projects, from e-commerce storefronts to documentation sites to highly-dynamic SaaS applications.

Shopify Inc. is a Canadian multinational e-commerce company headquartered in Ottawa, Ontario. It is also the name of its proprietary e-commerce platform for online stores and retail point-of-sale systems.

Culture Amp is the leading employee experience platform helping companies take action to improve employee engagement, retention, and performance. Culture Amp is a Culture First certified B Corporation used by 4,000+ customers including Aegon, Airbnb, Go Cardless, KIND Snacks, McDonald’s, Bon Secours Mercy Health, Salesforce and Slack. Started in Melbourne with offices in San Francisco, London, and New York City.

Built for collaboration and created with modern teams in mind, Pitch is changing how presentations are crafted and knowledge is shared. With a focus on real-time communication, smart workflows, and customizable templates, Pitch makes it easy for teams to work together to develop beautiful presentations.

Ritual is a direct-to-consumer health brand that believes it’s crucial to know not just what you’re putting into your body, but why you need it in the first place. They are transparent about their ingredients, where they're sourced from, and have spent years conducting extensive research behind each of the premium nutrient forms they use. Our products are simple, effective, and backed by science. Their mission is to empower people to feel their best by turning healthy habits into a ritual. The have built a team of curious skeptics, world-class scientists, unconventional artists, expert marketers, and analytical strategists that are on a mission to reinvent an entire industry. 

Mejuri is a direct-to-consumer fine jewelry brand that introduces handcrafted, everyday jewelry without the traditional retail markups. The company is powered by a fast supply chain that allows it to introduce new editions on a weekly basis. Mejuri works directly with expert manufacturers and sells directly to consumers cutting out middlemen costs and passing on the savings to the customers.

Good Eggs is an online grocer and meal kit delivery service with a mission to reinvent the food system, for good.


Rent the Runway is transforming the way modern women get dressed and disrupting the $2.4 trillion fashion industry by pioneering dynamic ownership and enabling women to rent, subscribe to and purchase secondhand clothing. By creating a new model of dynamic ownership rooted in sustainability, RTR has made apparel rental an indispensable utility while also powering women to feel their best every day.

JMAN Group is a technology-enabled management consultancy that works across a large number of sectors, with a particular focus on the Private Equity & Investor communities. They engage with many different companies and types of organisations – from big to small, established to start-up, large-cap to high-growth funds. In so doing, JMAN Group focuses on providing simple and actionable solutions, however complex the problem.

Renaissance is committed to providing educators with insights and resources to accelerate growth and help all students build a strong foundation for success. Renaissance solutions are used in over one-third of US schools and in more than 100 countries worldwide.

Affordable car insurance that’s smarter, faster & puts your needs above all else, helping you make informed decisions every step of the way.


Updater makes moving easier for the 17 million American households that relocate every year. With Updater, users seamlessly forward mail, connect TV and internet, compare and book moving companies, transfer utilities, update accounts and records, and much more. Updater’s real estate products save their clients hours with a branded and personalized Updater moving experience.


Fetch Rewards is a discount App for grocery shopping. The platform offers a cashback and gift card earning app that rewards purchases. The users can snap pictures of the receipts or submit e-receipts using the receipt scanner and earn the gift cards and reward points. The users can redeem the rewards on popular stores, including Target, Amazon, Walmart, and more. The company offers mobile applications for Android and iOS platforms

AXS has your ticket to live concerts, sports and entertainment. AXS.com connects fans with hot tickets to top live music concerts, sports, arts, family, circus events shows and festivals by top promoters like Golden-voice and AEG Live at top venues across the world like the O2, LA Live, Nokia Theatre, Staples Center and Sprint Center

Reforge offers selective growth-focused programs for experienced professionals in marketing, product, data, and engineering.


Pollen is an online event marketplace provider for local events. Enable users to view events such as travel, festivals, nightlife, and experiences. It offers features such as membership-based payment plans, member support, and ticketing platform collaboration.

Spin is an app-based platform offering electric kick-scooter sharing services. Users can search for a nearby available scooter and book it after providing relevant details. Using the app, users can lock/unlock the scooters (by scanning their respective QR) and make online payments. It offers features like variant payment options, real-time tracking, etc. At the end of the ride, users can park the vehicle of their preference. The mobile app is available for iOS and Android devices

Monzo is a digital-only bank platform and marketplace that allows customers to access a range of products and services.


Panasonic Corporation is multinational electronics corporation which provides a wide range of products across diverse industries ranging from consumer electronics to industrial devices. Panasonic provides customized solutions in automotive, avionics, consumer, healthcare, sports, entertainment and renewable energy spaces. Kazuhiro Tsuga is the Global CEO of Panasonic. In 2020, the company recorded annual revenues of $61.9 B and a net profit of $1.7 B.

Dialogue provides a cloud-based telemedicine platform for employees and patients to manage their mental health conditions. The company offers an online platform that helps the patients and employees to virtually consult with their nurses and practitioners via video conferencing tools. The platform also helps in giving e-prescriptions, referral management solutions, and more to the users

Flex is a simple app that’s changing the way the world pays and collects rent. Their technology makes the 1st of the month easy for renters and properties. They believe you should be able to choose when you pay your bills. The flexibility of buy-now-pay-later has forever changed the way the world makes purchases. They believe the same flexibility should be available for one of life’s #1 expenses: rent.

SensorData is a company dedicated to innovation and technology for companies in the forest, road and agriculture sectors. 

Ebury is a financial services company, specialising in international cash management solutions including cross-border payments, FX risk management, and business lending. 

Cloud-based marketing platform for e-tailers


SpringWorks is a clinical-stage biopharmaceutical company applying a precision medicine approach to acquiring, developing and commercializing life-changing medicines for underserved patient populations suffering from devastating rare diseases and cancer.


Postscript is a powerful, easy-to-use SMS platform for Shopify stores. Send campaigns, create automations, and drive new revenue with texts, gifs, and more.


Lane is the world’s leading workplace experience platform. Founded in 2014 to transform and connect the workplace, our no-code enterprise software streamlines all aspects of day-to-day office life—from room bookings and access management, to communications and commerce, to events, data, and beyond. 

The Striim platform is an end-to-end streaming data integration and operational intelligence solution enabling continuous query/processing and streaming analytics. With Striim, you can get to know your data – and sort out what’s important – the instant it’s born. Striim specializes in integration from a wide variety of data sources – transaction/change data, events, log files, application and IoT sensor data – and real-time correlation across multiple streams.

Mattermost is the leading open source collaboration platform with a thriving community.

Maisonette was founded by two moms in 2017 with the goal of helping modern families raise the next generation. We are an expertly-curated baby and kids' marketplace featuring the best products from around the globe: stylish clothing, top toys and gear, and home décor – plus, trusted guidance and inspiration. They are a fast-growing venture-backed start-up with a unique positioning in the kid's market.

Madison Reed is a beauty company revolutionizing the way women color their hair.


Saks Fifth Avenue first opened its doors in 1924, taking up a full city block on one of the world's most prestigious shopping streets. Since then, Saks has changed the luxury retail game and become an icon of style and innovation—from world-famous window displays and impactful in-store art exhibitions to unforgettable, curated designer collections and a seamless online shopping experience.

Egnyte transforms businesses through smarter content allowing organizations to connect, protect, and unlock value from all their content. It's content governance platform delivers smart content collaboration and governance in the cloud or on-premises to thousands of businesses around the world even the most regulated industries

Bench is the largest bookkeeping service in America for small businesses. They organize the financials of small businesses, independent contractors, and entrepreneurs. Pairing their intuitive software with a live bookkeeping team, they combine the convenience and efficiency of modern technology with the expertise and time-savings afforded by a professional service to let business owners get back to doing what they love: running their business.

Masterplan.com makes corporate learning easier, more engaging, and more effective than ever before. Traditional offline training becomes digital in the blink of an eye: simply upload your own content or select from the best Masterplan courses and measure success. With Masterplan, every team member can shape the future.

ClickUp is a customizable productivity platform that replaces other workplace apps for all users and all departments in an organization.

NeuroFlow is a digital health company combining workflow automation, patient engagement solutions, and services, and applied AI to promote behavioral health integration in all care settings. NeuroFlow’s suite of services and HIPAA-compliant, cloud-based tools simplify remote patient monitoring, improve risk stratification, and facilitate collaborative care. With NeuroFlow, health care organizations can finally bridge the gap between mental and physical health in order to improve outcomes and reduce the cost of care.

Fullscript is a free online supplement dispensary & patient adherence tool - they support practitioners & the wellness of patients at the point of care and beyond. Switch between virtual dispensing, stocking supplements in-office, or writing one-to-many care to create a dispensing mix that fits your workflow. Fullscript helps you to automate refills and strengthen patient relationships from any device — or even within your EHR.

ChowNow powers branded online ordering systems for independent restaurants across the US — via restaurants’ own websites, on Facebook and Google pages, through ChowNow-created apps, and via ChowNow’s website — while also providing their restaurant partners key customer insights and marketing support. They do all of this for a reasonable monthly fee, without the predatory third-party commissions charged by their competitors. Using ChowNow allows diners to connect with the best independent restaurants in their communities to order takeout and in some cases delivery, in a way that’s sustainable and fair to restaurants.

GOAT is the global platform for the greatest products from the past, present and future. Since its founding in 2015, GOAT has become the leading and most trusted sneaker marketplace in the world, and has expanded to offer apparel and accessories from select emerging, contemporary and iconic brands. Through its unique positioning between the primary and resale markets, the company offers styles across various time periods on its digital platforms and in its retail locations, while delivering products to over 30 million members across 170 countries.

The healthiest, most effective and innovative natural cosmetics for your skin and hair, creating a unique experience for you and our planet.


GoCanvas is a mobile platform that makes it simple for any business to automate how work is done, replacing outdated processes and expensive paperwork. The GoCanvas App works on all smartphones and tablets, helping companies easily collect information across their organization, share it instantly with others, and gain real-time insights into their business operations.

Fig helps you through financial emergencies and builds credit towards a better future. Its mission is to bring affordable financial products to borrowers by aligning business models with customer financial health. They're building a bridge between bad and good credit.

Customer.io is an automated messaging platform for tech-savvy marketers who want more control and flexibility to craft and send data-driven emails, push notifications, and SMS messages.



Drizly is the world's largest alcohol marketplace and the best way to shop beer, wine, and spirits online. Their customers trust them to be part of their lives – their celebrations, parties, dinners, and quiet nights at home. They partner with the best retail stores in over 1200 cities across North America to serve up the best buying experience. Drizly offers a huge selection and competitive pricing with a side of personalized content.

Medically Home's hospital-at-home program enables health systems to safely admit patients to their own homes rather than the hospital for acute and restorative care.

Lucid is a visual collaboration suite that helps teams see and build the future. Virtual whiteboarding, intelligent diagramming, and cloud visualization come together to empower organizations to take plans from initial ideas all the way to successful delivery. Together, they are utilized in over 180 countries by millions of users. Ninety-six percent of the Fortune 500 use Lucidchart, and customers include Google, GE, NBC Universal and T-Mobile. Lucid’s partners include industry leaders such as Google, Atlassian, Amazon Web Services, Salesforce, and Microsoft. 

Babylon aims to provide accessible, affordable healthcare by combining AI with doctors.


Workrise is the leading workforce management solution for skilled trades. Workrise makes it easier for skilled labourers to find work and for companies to find in-demand, trained workers.

A business-to-business organization, more than 3.2 million customers rely on  Grainger for products in categories such as safety, material handling, and metalworking, along with services like inventory management and technical support.


TripActions is the leading cloud-based T&E platform that combines industry-first technology with best-in-class travel agency service. Trusted by travel managers and finance teams alike at more than 5,000 companies globally, TripActions leverages real-time data to keep traveling employees safe, control costs, and save time.

Krisp is an AI-powered noise cancelling app that removes background noise and echo during online calls in real time. It works across any communication, conferencing, streaming and recording app and can be used with any wired or wireless microphone, speaker and headphones.


HubSpot develops cloud-based, inbound marketing software that allows businesses to transform the way that they market online.

Winc is a modern winery with a direct connection to the consumer, building a portfolio of brands for the next generation



TULA Skincare is a clean & effective skincare brand offering innovative products powered by probiotic extracts and superfoods.

Rush Street Interactive Develop Market-Proven Online, Social, and Land-based Gaming Products Exclusively for Regulated Markets across the Americas.

Vacasa is North America’s leading vacation rental management platform. They opened their doors in 2009 with a vision to drive unbeatable revenue for their homeowners and unforgettable experiences for their guests. Today, they provide full-service care for more than 30,000 vacation homes in some of the most desirable vacation destinations across the United States, Canada, Mexico, Costa Rica, and Belize.


Veronica Beard is an apparel & fashion company that provides women's sportswear and shoes.

Velir is a full-service Digital Agency that designs and develops enterprise web solutions for experience-driven websites.

Zocdoc is the tech company at the beginning of a better healthcare experience. Each month, millions of patients use Zocdoc to find in-network neighbourhood doctors, instantly book appointments online, see what other real patients have to say, get reminders for upcoming appointments and preventive check-ups, fill out their paperwork online, and more.

SmileDirectClub is an oral care company that exists to help more people realize the life-changing potential of their smiles.

Jetty is the financial services platform on a mission to make renting a home more affordable and flexible. Jetty's integrated suite of products helps property managers increase lease conversions, improve resident retention, reduce bad debt, and boost NOI. For renters, Jetty decreases the financial burden of moving into a new home and offers greater flexibility with how and when to pay rent.

Togo Group is building the leading technology platform for road-based travel and outdoor tourism. Through innovative products and services, Togo Group is empowering travellers who understand that the outdoors are meant to be explored, that roads are meant to be driven, and that your next adventure is right around the corner.

Catch Co creates products, content, and shopping experiences for the modern angler.

Typeform turns average forms & surveys into a powerful brand communication tool for your business. Create forms, surveys, quizzes (and so much more) to grow your audience, improve just about anything, and validate (or invalidate) your best ideas.

Turntide Technologies (formerly Software Motor Company) has developed the world’s most efficient and intelligent electric motor system. The revolutionary Smart Motor System is based on proven switched reluctance technology, now managed with advanced cloud software and connected to precise controls via IoT. Turntide’s vision is to eliminate the 25% of global electricity consumption that is wasted by legacy motors, thus accelerating the world’s transition from fossil fuels.

Devoted Health is a new healthcare company serving seniors. Devoted Health mission is to dramatically improve the health and well-being of older Americans by caring for each and every person like they are family.

ruebill is a leading personal finance app that analyzes members' spending habits, identifies inefficiencies, and offers immediate methods to improve their financial health. It enables people to optimize their spending, manage subscriptions, lower their bills, and automatically set aside money to reach their savings goals. 

Xometry offers an online marketplace that allows customers to access a network of machine shops and custom manufacturers.


Dutchie is a technology platform that powers dispensary operations, provides consumers with safe and easy access, and supports the wave of positive societal change that cannabis is bringing to the world.

Thrift Books was founded in July 2003. The two started their venture with a commitment to provide quality used books at the best prices

Hotjar equips product teams with Product Experience Insights, showing them how users behave and what they feel strongly about, so those teams can deliver real value. Discover product opportunities, consolidate qual and quant, and communicate user needs. 

X-Team has provided the world's leading brands with high-performing, on-demand teams of developers. X-team has build a world where developers can have access to an environment of growth and incredible opportunities regardless of where they live.


Getsales is a digital marketing agency that offers SEO, google ads, link building and online campaign services.

SellerX buys and builds promising smaller businesses that sell via Amazon’s platform. Their goal is to optimize and grow the brands they acquire post-acquisition.

Rewiring a new mental healthcare system for access and affordability.



LaunchDarkly isn’t just a leader in feature management — it’s the first scalable feature management platform. Feature management allows development teams to innovate faster by fundamentally transforming how software is delivered to customers.

FIGS is a health care apparel company focusing on the design, technical fabrications, and comfort of scrubs for healthcare providers.

Atlan is a developer of tools for data collaboration. Atlan is a modern data collaboration workspace. By acting as a virtual hub for data assets ranging from tables and dashboards to models & code, Atlan enables teams to create a single source of truth for all their data assets, and collaborate across the modern data stack through deep integrations with tools like Slack, BI tools, data science tools and more.

VTS is commercial real estate’s leading leasing and asset management platform, bringing together landlords, brokers, and tenants to make deals happen. VTS software enables office, retail, and industrial landlords and brokers to transform their leasing process and convert leads to leases 41% more efficiently.

Outreach, the first and only Engagement and Intelligence platform, helps revenue teams bring intelligence to workflows, unlock full visibility across the entire revenue cycle, and commit their forecasts with confidence. 

A nonprofit dedicated to improving student enrollment, persistence, completion and career readiness.



Gopuff is the go-to solution for immediate everyday needs. Gopuff delivers thousands of everyday essentials, such as cleaning and home products, over-the-counter medications, baby products, food, drinks and in some markets, alcohol and fresh prepared food, in just minutes from our local micro-fulfillment centers.

ProGlove develops innovative industrial wearables that enable manufacturing and logistics staff to work faster, safer, and easier.

Outdoor Voices is an active lifestyle brand that makes technical apparel for recreation.

CreditXpert creates advanced software solutions that turn mortgage loan officers from heroes into superheroes.

Custom Ink offer a better way to design and order custom t-shirts for your group, company or event.

Construct Connect provides of cloud-based data, collaboration, and workflow automation solutions.

Classy offers an online and mobile platform that enables socially good organizations to raise funds for various causes.


Developer of dating applications. The company develops dating application "Pairs" that offers dating cum marriage matching application where users can search for profiles based on the interest, hobbies, etc, and claims to get matched with partner of their preference for a marriage relationship

Convoy offers an app-based marketplace connecting truckers. The platform connects carriers and shippers for on-demand freight services. Its features include instant quotations and online booking, automated loading suggestions, bidding, online payments, viewing of shippers, and facility details on loads. The app is available on the Android & iOS platforms. Its clients include Unilever, P&G, and Waiakea, and more.

Collibra is a data intelligence solution provider. It offers a cloud-based platform that connects IT and the business to build a data-based culture for the digital enterprise. It helps IT organizations to reduce complexity, risk, and costs. Collibra was a spin-off from STARLab at the Free University of Brussels. The Data Governance Center covers all key data governance and stewardship activities including Master data management, data quality, metadata management.

Beamery is a talent acquisition, engagement, and retention platform that manages sourcing, hiring, and retaining of people.

Helpscout offers a helpdesk and customer interaction solution using email and live chat solutions. It enables users to manage E-Mail customer support services through a ticketing system for small and medium businesses. It also provides analytics solutions to improve business decisions and can be integrated with various applications using API's. Clients include KissMetrics, Buffer, GrubHub, Angellist and Timbuk. It offers a subscription-based pricing model. 

Maple is a virtual care platform that allows Canadians to see a doctor online within minutes — 24 hours a day, seven days a week. Patients can securely text, audio, or video chat with a Canadian-licensed doctor for diagnosis, treatment, and prescriptions. 

Provider of the cataloging and metadata management software solution. It provides a plug and play data lineage solutions for data engineers. It also provides manually mapping data bytes, impact analysis, granular usage analytics, error & problem tracing, etc. It also provides data flow & codes, in-content usage matrix for columns, tables and dashboards.

Alvin provides column-level data lineage for Looker, BigQuery, Snowflake and Redshift. Automate data dependency mapping, impact analysis and more.

Overview	dbt	Alvin
Categories	Data Modelling and Transformation	Data Quality Monitoring
Stage	Early Stage	Early Stage
Target Segment	Enterprise, Mid size	SMBs, Mid size, Enterprise
Deployment	SaaS	SaaS
Business Model	Open Source	Commercial
Pricing	Free trial, Contact Sales	Contact Sales
Location	US	Tallinn, Harjumaa
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