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- Featurespace
Featurespace Acquisition, Valuation, Funding & Investors
Featurespace was acquired by Visa for $925M in September 2024.
Cumulative funding Featurespace raised
$106M
across 6 funding rounds
Key investors in Featurespace
TTV Capital
Nesta Ventures
Invoke Capital
Highland Europe
Cambridge Angels group
Imperial Innovations
Chrysalis Investments
Insight Partners
About Featurespace
Featurespace is a Cambridge, UK-headquartered leader in financial crime prevention using its ARIC platform for real-time fraud and AML detection. Deployed in 180 countries, ARIC employs Adaptive Behavioral Analytics across 30 major institutions including HSBC, NatWest, Danske Bank, and Worldpay. The platform risk-scores billions of transactions daily with explainable AI, preventing attacks via anomaly detection. Founded in 2008, it safeguards over 500 million consumer accounts.
Founded
2008
HQ
Website
Status
Acquired
Customer focus
B2B
Revenue model
Subscription
Valuation
$925M (acquired Sep 2024)
Featurespace Acquisition
Featurespace was acquired by Visa for $925M on 26 September 2024.
Before the acquisition Featurespace had raised $106M across 6 funding rounds.
| Acquirer | Date | Type | Price |
|---|---|---|---|
| 26 Sep 2024 | Strategic M&A | $925M |
Featurespace Funding History
Featurespace has raised a total of $106M across 6 funding rounds.
Featurespace's first fundraising round was a $5M Series A in June 2014. The most recent completed round was a undisclosed-stage round in July 2022.
Featurespace funding rounds
| Date | Stage | Investors | Raised | Deal Summary |
|---|---|---|---|---|
| Jul 2022 | Undisclosed stage | Chrysalis Investments | - | Chrysalis Investments provided a GBP 5 million follow-on capital injection into Featurespace in July 2022, having first invested GBP 20 million in the company in May 2020 and added roughly GBP 4.5 million of secondary share purchases during 2021. The three tranches took its total investment in Featurespace to GBP 29.5 million, a position it exited when Visa bought the company in December 2024 for gross proceeds representing a money multiple of 3.0 times and an internal rate of return of about 32 per cent. Featurespace sells machine-learning software that detects payment fraud and money laundering in real time, licensed on subscription to banks, payment processors and merchant acquirers through its ARIC Risk Hub. The company was founded in 2008 as a spin-out from the University of Cambridge engineering department, based on the Adaptive Behavioural Analytics work of David Excell and Bill Fitzgerald, and reported record total contract value of more than GBP 60 million in 2022. |
| May 2020 | Undisclosed stage | Chrysalis Investments (lead) | $37M | Featurespace is a Cambridge-based provider of Adaptive Behavioral Analytics software for enterprise financial crime prevention, focusing on fraud detection and financial crime risk management. On 13 May 2020, it raised £30 million ($37.4 million) in a funding round led by Merian Chrysalis Investment Company Limited (later Chrysalis Investments), with participation from existing investors. Chrysalis's initial capital injection was £20 million, followed by secondary share purchases of approximately £4.5 million in 2021 and a £5 million follow-on in July 2022, totaling £29.5 million invested. For the year ended December 2020, shortly after the round, Featurespace reported revenue of £21.0 million, up 19% year-over-year, alongside a loss after taxation of £11.8 million. The company maintained strong cash positions, with £25.2 million at end-September 2023 and no need for additional equity or debt per its board. Chrysalis later sold its Featurespace stake to Visa in a deal announced in September 2024, receiving initial proceeds of approximately £79 million (expected to rise to £89 million), representing a 3.0x money multiple on its total investment and a 20% premium to its June 2024 carrying value of £74.2 million. One report mentioned Visa paying £700 million for Featurespace, though proceeds to Chrysalis imply its partial stake value. This exit unlocked capital returns for Chrysalis shareholders, including a £40 million share buyback program. |
| Jan 2019 | Undisclosed stage | Insight Partners (lead); MissionOG (lead); TTV Capital; IP Group; Highland Europe; Robert Sansom; Invoke Capital | $33M | Featurespace is a UK-based company specializing in fraud and financial crime prevention, creator of the ARIC platform using adaptive behavioral analytics and real-time machine learning to detect anomalies and risk in transactions for banks, payments processors, insurers, and gaming firms. Customers include TSYS, Ally Bank, Worldpay, and others. In January 2019, it raised £25 million (~$32-33 million) in a venture round led by Insight Partners and MissionOG, with participation from Highland Europe, Invoke Capital, IP Group, Robert Sansom, and TTV Capital. Funds were allocated to international expansion, including a new Atlanta office, senior management hires, operational scaling, and ARIC platform development, supporting growth to 17 banks across Europe, UK, US, and Latin America. Later reports show revenue growth to £50.4m in 2023 before its 2024 acquisition by Visa. |
| Oct 2017 | Undisclosed stage | Highland Europe (lead); TTV Capital; Nesta Ventures; Touchstone Innovations; Worldpay; Cambridge Angels group; Invoke Capital | $22M | Featurespace is a UK-based machine learning company specializing in fraud prevention and risk management software, notably its Aric Fraud Hub platform that uses adaptive behavioral analytics for real-time detection of irregular financial actions. The company, spun out from the University of Cambridge in 2008, serves clients including banks, payment processors, merchant acquirers, insurance providers, and gaming organizations. In April 2017, Featurespace raised £16.5 million ($21.6 million or approximately $21.9 million) in a growth funding round led by Highland Europe, with participation from new investors Worldpay Group and Invoke Capital, plus existing investors Touchstone Innovations (now part of IP Group), NESTA, TTV Capital, and Robert Sansom. The funds were allocated to international expansion, particularly following the launch of US offices, and further development of software capabilities to protect expanding client bases from real-time fraud. Highland Europe, a growth-stage investor focused on internet, mobile, and software businesses, highlighted Featurespace's advanced AI technology and huge potential for global markets, praising CEO Martina King. The round aligned with Featurespace's rapid growth, having previously raised about $38 million across four earlier rounds. Featurespace continued scaling post-2017, evolving its solutions from on-premise fraud detection to cloud-based platforms addressing financial scams and anti-money laundering, while expanding its team and global presence. In September 2024, Visa agreed to acquire Featurespace for approximately $950 million (completed December 2024), providing significant exits to investors: Chrysalis Investments received about £89 million gross proceeds (3.0x multiple on £29.5 million invested since 2020), IP Group £134 million total (70% uplift from FY23 NAV), and returns for Highland Europe, Insight Ventures, MissionOG, and TTV Capital. This acquisition integrated Featurespace into Visa's Risk and Identity Solutions unit, underscoring its strategic value in payments fraud protection. |
| May 2016 | Series A | TTV Capital (lead); Nesta Ventures; Imperial Innovations; Cambridge Capital Group; Cambridge Angels group | $9M | Featurespace, a Cambridge University spinout founded in 2008, develops the ARIC platform using adaptive behavioral analytics and machine learning for real-time fraud detection and risk management in financial services, targeting card fraud, banks, payment processors, merchant acquirers, insurance, and gaming. The company raised $9 million in a venture round on May 31, 2016, led by TTV Capital, with participation from Imperial Innovations, Nesta Ventures, Cambridge Angels, and Cambridge Capital Group. Funds supported regional expansion in the UK and entry into the US market. This followed a prior $5 million round led by Imperial Innovations with Nesta and Cambridge Angels. CEO Martina King highlighted the ARIC engine's ability to detect new fraud attacks in real-time while increasing acceptance of genuine purchases. |
| Jun 2014 | Series A | Nesta Ventures; Imperial Innovations; Andrew Hodson; Invoke Capital | $5M | - |
Who has invested in Featurespace?
15 investors have backed Featurespace across its funding rounds, including TTV Capital, Nesta Ventures, Invoke Capital, Highland Europe, Cambridge Angels group and Imperial Innovations.
Lead investors include Chrysalis Investments, Insight Partners, MissionOG, Highland Europe and TTV Capital.
Featurespace Investors
| Investor | HQ | Rounds | Role | First check |
|---|---|---|---|---|
| 3 | Lead | May 2016 | ||
| 3 | Participant | Jun 2014 | ||
| 3 | Participant | Jun 2014 | ||
| 2 | Lead | Oct 2017 | ||
| 2 | Lead | May 2020 | ||
| 2 | Participant | Jun 2014 | ||
| 2 | Participant | May 2016 | ||
| 1 | Participant | Jan 2019 | ||
| 1 | Participant | Oct 2017 | ||
| 1 | Participant | May 2016 | ||
| 1 | Participant | Oct 2017 | ||
| 1 | Participant | Jan 2019 | ||
| 1 | Lead | Jan 2019 | ||
This data is available for Pro users. Sign up to see all 15 Featurespace investors. Start Free Trial | ||||
Benchmark 350K+ Funding Rounds and Disclosed VC Valuation Multiples
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Start Free TrialFeaturespace Competitors
Featurespace competitors include listed companies like Beijing CTJ Info Tech, Rezolve AI and ODDITY Tech, and private ones like DataSnipper, Globality and Augment Code.
| Company | HQ | Status | Revenue | EBITDA | Valuation | Revenue Multiple |
|---|---|---|---|---|---|---|
| Private | $45M | - | $1B | 22.2x | ||
| Publicly listed | $123M | $13M | $904M | 4.9x | ||
| Publicly listed | $47M | ($109M) | $950M | 4.0x | ||
| Private | - | - | $900M | - | ||
| Publicly listed | $810M | $131M | $889M | 1.8x | ||
| Private | - | - | $977M | - |
Featurespace Public Comps
Featurespace is no longer listed, but its public comps include Beijing CTJ Info Tech, Rezolve AI, ODDITY Tech, Rackspace, Appier Group, Extreme Vision, iFLYHealth, Beijing Haitian Ruisheng, Optasia and Beijing Deep Glint Tech.
| Last FY | EV/Revenue | EV/EBITDA | ||||||
|---|---|---|---|---|---|---|---|---|
| Revenue | EBITDA | Last FY | LTM | 2027E | Last FY | LTM | 2027E | |
| $123M | $13M | 5.3x | 4.9x | 51.3x | 34.6x | |||
| $47M | ($109M) | 23.3x | 4.0x | (10.0x) | (19.3x) | |||
| $810M | $131M | 1.5x | 1.8x | 9.6x | 18.3x | |||
| $2.7B | $244M | 1.5x | 1.6x | 17.1x | 15.0x | |||
| $281M | $44M | 3.4x | 2.9x | 21.6x | 15.7x | |||
| $44M | ($6M) | 22.8x | 11.6x | (163.7x) | - | |||
| $136M | ($7M) | 7.7x | 6.2x | (150.8x) | (144172.5x) | |||
| $56M | $5M | 13.8x | 14.0x | 160.9x | - | |||
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Common questions about Featurespace
| When was Featurespace founded? | Featurespace was founded in 2008. |
| Where is Featurespace headquartered? | Featurespace is headquartered in Cambridge, United Kingdom. |
| Is Featurespace publicly listed? | No, Featurespace was acquired by Visa in September 2024. |
| Who acquired Featurespace? | Featurespace was acquired by Visa in September 2024. |
| How much was Featurespace acquired for? | Featurespace was acquired for $925M in September 2024. |
| How much funding has Featurespace raised? | Featurespace has raised $106M across 6 funding rounds. |
| What was Featurespace's last funding round? | Featurespace's last funding round was a undisclosed-stage round in July 2022. |
| Who are Featurespace's investors? | Featurespace's investors include TTV Capital, Nesta Ventures, Invoke Capital, Highland Europe, Chrysalis Investments, Imperial Innovations, Cambridge Angels group, IP Group, Touchstone Innovations, Cambridge Capital Group and 5 others. |
| Which companies are comparable to Featurespace? | Companies comparable to Featurespace include DataSnipper, Beijing CTJ Info Tech, Rezolve AI, Globality, ODDITY Tech and Augment Code. |
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