Startups

Banyan raises $43M to grow its network of item-level purchase data

Comment

Stack of credit cards
Image Credits: Daniel Acker / Bloomberg / Getty Images

Banyan, a platform for product purchase data that allows customers such as banks, fintechs, hotels and merchants to automate expense management and more, today announced that it raised $43 million in a Series A funding round — $28 million in equity and $15 million in debt — co-led by Fin Capital and M13 with participation from FIS Impact Ventures and TTV Capital. A source familiar with the matter tells TechCrunch that the valuation is in the “mid-$100 million” range.

CEO Jehan Luth says that the new capital will be put toward product research and development and infrastructure growth, as well as toward expanding Banyan’s headcount from 46 employees to 50 by the end of the year. “This funding round positions Banyan well with ample runway to grow,” he told TechCrunch in an email interview, noting that it brings the company’s total raised to $53 million.

Banyan maintains a database of “SKU-level” data and a platform that leverages the database to enable companies to use purchase data in various ways (e.g., fraud prevention, loyalty programs and card-linked offers). For example, Banyan can integrate item-level purchase data into business banking or expense management apps, removing the need to organize receipts and expense reports. Elsewhere, the platform organizes, classifies and standardizes receipt data to enable merchants and their partners to target offers to specific items, categories and aisle-level subcategories they want to reward (think ad campaigns like “buy grilling equipment at grocer X and get 20% cash back”).

Luth — who holds an associate’s degree in computer science from the University of Cambridge, a bachelor’s degree in food science from the Culinary Institute of America, and master’s degrees in epidemiology and law from the University of Pennsylvania — founded Banyan in 2019 after serving as technology director of Harvard’s T.H. Chan School of Public Health. He claims one of the company’s major differentiators is that its network obtains data directly from first-party sources, such as merchants, and doesn’t collect personal information — addresses, phone numbers, email addresses and the like — “unless absolutely necessary” to deliver a service.

“Merchants are a key collaborator in our network, providing secure purchase receipt data so that there is no need for screen scraping or problematic receipt snapshots with a mobile phone,” Luth said. “We are organizing and standardizing item-level data across all merchants so that it can be accurate and consistent when integrated into banking institution customer platforms.”

Banyan claims to have processed billions of transactions and receipts from the over 35,000 merchant partners in its network. Luth, who declined to reveal the size of the company’s customer base, says it’s made up largely of banks and fintechs (he wouldn’t name names). 

“In an environment where many consumers are tightening their belts and rethinking brand loyalty, item-level data can be a key for retailers to offer real savings leveraging strategic ‘aisle’ budgets, while also managing inventory levels and efficiently driving sales retention,” Luth said, demurring when asked about Banyan’s revenue numbers. “Our investments will enable financial institutions to increase customer engagement by delivering personalized digital experiences, and enable merchants to streamline the purchase experience and create new sources of sales revenue along with improving their ability to manage inventories.”

More TechCrunch

The families of victims of the shooting at Robb Elementary School in Uvalde, Texas are suing Activision and Meta, as well as gun manufacturer Daniel Defense. The families bringing the…

Families of Uvalde shooting victims sue Activision and Meta

Like most Silicon Valley VCs, what Garry Tan sees is opportunities for new, huge, lucrative businesses.

Y Combinator’s Garry Tan supports some AI regulation but warns against AI monopolies

Everything in society can feel geared toward optimization – whether that’s standardized testing or artificial intelligence algorithms. We’re taught to know what outcome you want to achieve, and find the…

How Maven’s AI-run ‘serendipity network’ can make social media interesting again

Miriam Vogel, profiled as part of TechCrunch’s Women in AI series, is the CEO of the nonprofit responsible AI advocacy organization EqualAI.

Women in AI: Miriam Vogel stresses the need for responsible AI

Google has been taking heat for some of the inaccurate, funny, and downright weird answers that it’s been providing via AI Overviews in search. AI Overviews are the AI-generated search…

What are Google’s AI Overviews good for?

When it comes to the world of venture-backed startups, some issues are universal, and some are very dependent on where the startups and its backers are located. It’s something we…

The ups and downs of investing in Europe, with VCs Saul Klein and Raluca Ragab

Welcome back to TechCrunch’s Week in Review — TechCrunch’s newsletter recapping the week’s biggest news. Want it in your inbox every Saturday? Sign up here. OpenAI announced this week that…

Scarlett Johansson brought receipts to the OpenAI controversy

Accurate weather forecasts are critical to industries like agriculture, and they’re also important to help prevent and mitigate harm from inclement weather events or natural disasters. But getting forecasts right…

Deal Dive: Can blockchain make weather forecasts better? WeatherXM thinks so

pcTattletale’s website was briefly defaced and contained links containing files from the spyware maker’s servers, before going offline.

Spyware app pcTattletale was hacked and its website defaced

Featured Article

Synapse, backed by a16z, has collapsed, and 10 million consumers could be hurt

Synapse’s bankruptcy shows just how treacherous things are for the often-interdependent fintech world when one key player hits trouble. 

1 day ago
Synapse, backed by a16z, has collapsed, and 10 million consumers could be hurt

Sarah Myers West, profiled as part of TechCrunch’s Women in AI series, is managing director at the AI Now institute.

Women in AI: Sarah Myers West says we should ask, ‘Why build AI at all?’

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 and publishers are partners of convenience

Evan, a high school sophomore from Houston, was stuck on a calculus problem. He pulled up Answer AI on his iPhone, snapped a photo of the problem from his Advanced…

AI tutors are quietly changing how kids in the US study, and the leading apps are from China

Welcome to Startups Weekly — Haje‘s weekly recap of everything you can’t miss from the world of startups. Sign up here to get it in your inbox every Friday. Well,…

Startups Weekly: Drama at Techstars. Drama in AI. Drama everywhere.

Last year’s investor dreams of a strong 2024 IPO pipeline have faded, if not fully disappeared, as we approach the halfway point of the year. 2024 delivered four venture-backed tech…

From Plaid to Figma, here are the startups that are likely — or definitely — not having IPOs this year

Federal safety regulators have discovered nine more incidents that raise questions about the safety of Waymo’s self-driving vehicles operating in Phoenix and San Francisco.  The National Highway Traffic Safety Administration…

Feds add nine more incidents to Waymo robotaxi investigation

Terra One’s pitch deck has a few wins, but also a few misses. Here’s how to fix that.

Pitch Deck Teardown: Terra One’s $7.5M Seed deck

Chinasa T. Okolo researches AI policy and governance in the Global South.

Women in AI: Chinasa T. Okolo researches AI’s impact on the Global South

TechCrunch Disrupt takes place on October 28–30 in San Francisco. While the event is a few months away, the deadline to secure your early-bird tickets and save up to $800…

Disrupt 2024 early-bird tickets fly away next Friday

Another week, and another round of crazy cash injections and valuations emerged from the AI realm. DeepL, an AI language translation startup, raised $300 million on a $2 billion valuation;…

Big tech companies are plowing money into AI startups, which could help them dodge antitrust concerns

If raised, this new fund, the firm’s third, would be its largest to date.

Harlem Capital is raising a $150 million fund

About half a million patients have been notified so far, but the number of affected individuals is likely far higher.

US pharma giant Cencora says Americans’ health information stolen in data breach

Attention, tech enthusiasts and startup supporters! The final countdown is here: Today is the last day to cast your vote for the TechCrunch Disrupt 2024 Audience Choice program. Voting closes…

Last day to vote for TC Disrupt 2024 Audience Choice program

Featured Article

Signal’s Meredith Whittaker on the Telegram security clash and the ‘edge lords’ at OpenAI 

Among other things, Whittaker is concerned about the concentration of power in the five main social media platforms.

2 days ago
Signal’s Meredith Whittaker on the Telegram security clash and the ‘edge lords’ at OpenAI 

Lucid Motors is laying off about 400 employees, or roughly 6% of its workforce, as part of a restructuring ahead of the launch of its first electric SUV later this…

Lucid Motors slashes 400 jobs ahead of crucial SUV launch

Google is investing nearly $350 million in Flipkart, becoming the latest high-profile name to back the Walmart-owned Indian e-commerce startup. The Android-maker will also provide Flipkart with cloud offerings as…

Google invests $350 million in Indian e-commerce giant Flipkart

A Jio Financial unit plans to purchase customer premises equipment and telecom gear worth $4.32 billion from Reliance Retail.

Jio Financial unit to buy $4.32B of telecom gear from Reliance Retail

Foursquare, the location-focused outfit that in 2020 merged with Factual, another location-focused outfit, is joining the parade of companies to make cuts to one of its biggest cost centers –…

Foursquare just laid off 105 employees

“Running with scissors is a cardio exercise that can increase your heart rate and require concentration and focus,” says Google’s new AI search feature. “Some say it can also improve…

Using memes, social media users have become red teams for half-baked AI features

The European Space Agency selected two companies on Wednesday to advance designs of a cargo spacecraft that could establish the continent’s first sovereign access to space.  The two awardees, major…

ESA prepares for the post-ISS era, selects The Exploration Company, Thales Alenia to develop cargo spacecraft