Ayasdi
Headquarters
Menlo Park, CAFounded
2008Employees
201-500Funding
Acquired — $97.9MProducts
1 product listedAvg. AI Score
7.0/10Website
www.symphonyai.com/
Profile updated
About Ayasdi
Ayasdi was founded in 2008 in Menlo Park, California by Gurjeet Singh, who led the company until its acquisition. The company commercialized topological data analysis (TDA), a branch of mathematics focused on identifying geometric patterns in high-dimensional datasets, packaging it as an enterprise AI platform targeting regulated industries.
Ayasdi's core products addressed financial crime compliance — including anti-money laundering and fraud detection — as well as clinical variation management in healthcare. Banking clients reported a reduction of over 20% in false alert volumes from the AML application, translating to tens of millions of dollars in annual compliance savings. The company served large financial institutions seeking to reduce compliance costs without supervised learning's labeling overhead.
Ayasdi raised approximately $97.9 million across multiple rounds from investors including Khosla Ventures, Institutional Venture Partners, Citi Ventures, and Kleiner Perkins Caufield & Byers, which led a $55 million Series C in 2015. SymphonyAI Group, a $1 billion AI investment platform founded by Romesh Wadhwani, acquired Ayasdi in May 2019. The product was subsequently rebranded as Symphony AyasdiAI and later SymphonyAI Sensa.
Specialties
Financials
Dated, source-cited figures. Estimates are marked.
Products by Ayasdi
All products by Ayasdi reviewed by our AI panel of experts.
How Our Review Panel Scores Ayasdi
Six independent reviewer personalities assessed Ayasdi's product on their own terms. They disagreed by 1.6 points — The Skeptic was the hardest to convince, The Domain Strategist the most positive.
Averaged across 1 reviewed product in our catalog. Scores are out of 10.
Competitive Landscape
Who Ayasdi competes with, and how they differ.
Quantexa is a UK-based entity-resolution and network-analytics platform purpose-built for bank AML, KYC and fraud investigations — the same buyer and use case SymphonyAI Sensa (Ayasdi's successor product) now targets, competing on graph/network analytics rather than Ayasdi's original topological-data-analysis approach.
IBM Watson Studio is a general-purpose enterprise ML platform that large banks also use to build in-house fraud and compliance models, competing with Ayasdi's packaged financial-crime product on a build-vs-buy basis, backed by IBM's much larger enterprise sales and support organization.
1 product reviewed on TopReviewed
Dataiku is a generalist collaborative data-science platform adopted by regulated enterprises, including banks, to build custom fraud/AML pipelines themselves — the same build-vs-buy dynamic as Watson Studio, competing with Ayasdi's purpose-built, pre-trained financial-crime detection product at a different price point.
1 product reviewed on TopReviewedCompany Timeline
Key milestones in Ayasdi's history, with sources.
- Milestone
Symphony AyasdiAI rebranded SymphonyAI Sensa
Following SymphonyAI's acquisition of BAE Systems' NetReveal financial-crime unit, the former Ayasdi product line (branded Symphony AyasdiAI since 2019) was folded into and renamed SymphonyAI Sensa, its current form as a financial-crime detection platform for banks.
prnewswire.com - Launch
SymphonyAI relaunches Ayasdi as Symphony AyasdiAI
SymphonyAI Group launched "Symphony AyasdiAI," rebranding the acquired Ayasdi technology into a next-generation AI product line for banks and other financial institutions, built on Ayasdi's unsupervised-learning and explainable-AI IP.
businesswire.com - Acquisition
Ayasdi acquired into SymphonyAI portfolio
Ayasdi became a portfolio company of SymphonyAI (SAI), Dr. Romesh Wadhwani's $1 billion AI/ML investment platform. Deal terms were not disclosed; SymphonyAI provided growth capital while Ayasdi retained its core IP in unsupervised learning and explainable AI.
symphonyai.com - Partnership
HSBC partners with Ayasdi on anti-money-laundering compliance
HSBC Holdings partnered with Ayasdi to help automate and improve the efficiency of its anti-money-laundering compliance processes, applying Ayasdi's machine intelligence platform to a major global bank's compliance workflow.
reuters.com - Partnership
Named initial member of Deloitte Catalyst
Ayasdi was named an initial member of Deloitte Catalyst, teaming with Deloitte to bring its machine-intelligence platform to financial-services and healthcare clients.
prnewswire.com - Funding
Series C — $55M led by Kleiner Perkins Caufield & Byers
Ayasdi raised $55 million in Series C funding led by Kleiner Perkins Caufield & Byers, joined by returning investors Institutional Venture Partners, Khosla Ventures, Floodgate and Citi Ventures, plus new investors Centerview Capital Technology and Draper Nexus. The round brought total funding to $106.3 million.
siliconangle.com - Partnership
Strategic alliance with Teradata
Ayasdi announced a strategic alliance with Teradata to integrate its topological data analysis engine with Teradata's Unified Data Architecture, targeting joint enterprise customers in healthcare, financial services, energy, retail and life sciences.
uk.finance.yahoo.com - Launch
Public launch out of stealth — $10.25M in initial funding
Ayasdi launched publicly in Palo Alto after roughly a decade of DARPA- and NSF-funded topological data analysis research at Stanford, disclosing $10.25 million raised from investors including Khosla Ventures.
theguardian.com - Founded
Ayasdi founded
Ayasdi was founded by Stanford mathematicians Gunnar Carlsson, Gurjeet Singh and Harlan Sexton, commercializing topological data analysis research originally funded by DARPA and the NSF.
siliconangle.com
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