All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
Secuvy sells software that uses unsupervised machine learning, which finds patterns without labeled examples, to locate and classify an enterprise's sensitive data and to filter what feeds its AI systems. It competes broadly with data discovery and classification vendors. Almost everything about Secuvy's scale is undisclosed or self-reported: no dollar figure on the 2023 round from Dell Technologies Capital and WestWave Capital, a self-claimed Fortune 1000 reach across 45 countries, and no customer named in the cited record. What is verifiable is the resume of Mike Seashols, the CEO, Oracle's inaugural sales vice president and later CEO of GoldenGate Software, which Oracle acquired. Until Secuvy names customers or discloses numbers, that resume is the firmest fact on record.
| Description | Secuvy is a data security platform that uses unsupervised machine learning to discover, classify, and govern sensitive data across cloud, on-premises, and SaaS environments, and to filter the data that feeds enterprise AI pipelines. | [f1] |
|---|---|---|
| Founded | 2019 | [f2] |
| HQ | Pleasanton, US | [f3] |
| Latest funding | Undisclosed round led by Dell Technologies Capital and WestWave Capital, with Z5 Capital (March 2023) | [f4] |
| Product | What it does |
|---|---|
| Secuvy Data Security Platform | Unified platform for data discovery, classification, data security posture management, privacy automation, and AI and LLM governance, using unsupervised learning to find and protect sensitive data. |
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
Secuvy Data Security Platform uses unsupervised learning to discover, classify, and monitor sensitive data across cloud, on-premises, and SaaS environments, and applies protection and privacy workflows to control it. These capabilities are mapped to the Cyber Defense Matrix. [f1]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 3/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 4/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 3/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 3/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
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The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
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| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | About Secuvy | official | 2026-07-04 |
| f2 | The SaaS News: Secuvy Raises Funding Round | press | 2026-07-04 |
| f3 | Secuvy site footer address (Mike Seashols page) | official | 2026-07-04 |
| f4 | FinSMEs: Secuvy Raises New Funding | press | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Secuvy homepage: AI Data Filtering Platform combining discovery, classification, DSPM, privacy, and AI governance “Secuvy automatically cleanses your data for governance, compliance, sensitivity, geography, and IP so only the appropriate, sanitized data feeds every AI pipeline.” | official | 2026-07-04 |
| s2 | Secuvy Data Security Posture Management page “Secuvy's Data Security Posture Management focuses on quality data discovery, classification, and integrated self-learning iteration.” | official | 2026-07-04 |
| s3 | Secuvy Data Discovery and Classification: unsupervised learning finds CUI and ITAR content rule-based tools miss “Achieve superior data discovery and classification. Effortlessly find and tag what other tools miss with Secuvy's sharp, self-learning precision.” | official | 2026-07-04 |
| s4 | Secuvy AI and LLM Governance page “Secuvy gives your teams proper AI and LLM governance, while keeping your sensitive info protected at every step.” | official | 2026-07-04 |
| s5 | About Secuvy: overview, mission, investors, and team (Mike Seashols CEO and Chair, Prashant Sharma co-founder and CTO ex-Salesforce) “Secuvy is a data security platform. We optimally ease data discovery, classification, and monitoring efforts with unsupervised learning and other AI-driven capabilities.” | official | 2026-07-04 |
| s6 | Secuvy team page: Mike Seashols, CEO and Chair “He was the first VP of Marketing and Sales at Oracle, seeing the company through its IPO. He also led three different software companies as the founding CEO, guiding each of them to successful IPOs.” | official | 2026-07-04 |
| s7 | Secuvy press release (December 19, 2023): SOC 2 Type II certification “proudly announces the successful achievement of SOC 2 (Service Organization Control 2) Type II certification” | official | 2026-07-04 |
| s8 | FinSMEs (March 2023): Secuvy undisclosed round from Dell Technologies Capital and WestWave Capital, CEO Vaibhav Mehrotra, Fortune 1000 in 45 countries “The round was led by Dell Technologies Capital & WestWave Capital, with participation from Z5 Capital.” | press | 2026-07-04 |
| s9 | FinTech Global (March 17, 2023): US CyberTech Secuvy snaps up new funding, privacy workflows for ROPA, PIAs, DSARs “The round was led by Dell Technologies Capital and WestWave Capital. Also participating in the round were Z5 Capital.” | press | 2026-07-04 |
| s10 | The SaaS News: Secuvy Raises Funding Round, founded 2019 “Founded in 2019, Secuvy offers a contextual intelligence platform for data privacy, security, and governance.” | press | 2026-07-04 |
| s11 | Secuvy page sitemap: customer logo wall and comparison pages for cyera-alternative, bigid-alternative, varonis-alternative, securiti-alternative, 2026-07-04 “customer-arcutis2 customer-coforge2 customer-mizuho3 customer-thomasarts2 customer-zinus2” | official | 2026-07-04 |
| s12 | MarTechSeries: Apptricity Announces Silicon Valley Veteran Mike Seashols as Executive Chairman (independent corroboration of Seashols career) “He was also the founding CEO of three different software companies, Versant, Evolve and Documentum, guiding each of them to successful IPOs. Mr. Seashols was the CEO of GoldenGate Software which would eventually be purchased by Oracle.” | press | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Secuvy homepage: AI Data Filtering Platform combining discovery, classification, DSPM, privacy, and AI governance “Secuvy automatically cleanses your data for governance, compliance, sensitivity, geography, and IP so only the appropriate, sanitized data feeds every AI pipeline.” | official | 2026-07-04 |
| s2 | Secuvy Data Security Posture Management page “Secuvy's Data Security Posture Management focuses on quality data discovery, classification, and integrated self-learning iteration.” | official | 2026-07-04 |
| s3 | Secuvy Data Discovery and Classification: unsupervised learning finds CUI and ITAR content rule-based tools miss “Achieve superior data discovery and classification. Effortlessly find and tag what other tools miss with Secuvy's sharp, self-learning precision.” | official | 2026-07-04 |
| s4 | Secuvy AI and LLM Governance page “Secuvy gives your teams proper AI and LLM governance, while keeping your sensitive info protected at every step.” | official | 2026-07-04 |
| s5 | About Secuvy: overview, mission, investors, and team (Mike Seashols CEO and Chair, Prashant Sharma co-founder and CTO ex-Salesforce) “Secuvy is a data security platform. We optimally ease data discovery, classification, and monitoring efforts with unsupervised learning and other AI-driven capabilities.” | official | 2026-07-04 |
| s6 | Secuvy team page: Mike Seashols, CEO and Chair “He was the first VP of Marketing and Sales at Oracle, seeing the company through its IPO. He also led three different software companies as the founding CEO, guiding each of them to successful IPOs.” | official | 2026-07-04 |
| s7 | Secuvy press release (December 19, 2023): SOC 2 Type II certification “proudly announces the successful achievement of SOC 2 (Service Organization Control 2) Type II certification” | official | 2026-07-04 |
| s8 | FinSMEs (March 2023): Secuvy undisclosed round from Dell Technologies Capital and WestWave Capital, CEO Vaibhav Mehrotra, Fortune 1000 in 45 countries “The round was led by Dell Technologies Capital & WestWave Capital, with participation from Z5 Capital.” | press | 2026-07-04 |
| s9 | FinTech Global (March 17, 2023): US CyberTech Secuvy snaps up new funding, privacy workflows for ROPA, PIAs, DSARs “The round was led by Dell Technologies Capital and WestWave Capital. Also participating in the round were Z5 Capital.” | press | 2026-07-04 |
| s10 | The SaaS News: Secuvy Raises Funding Round, founded 2019 “Founded in 2019, Secuvy offers a contextual intelligence platform for data privacy, security, and governance.” | press | 2026-07-04 |
| s11 | Secuvy page sitemap: customer logo wall and comparison pages for cyera-alternative, bigid-alternative, varonis-alternative, securiti-alternative, 2026-07-04 “customer-arcutis2 customer-coforge2 customer-mizuho3 customer-thomasarts2 customer-zinus2” | official | 2026-07-04 |
| s12 | MarTechSeries: Apptricity Announces Silicon Valley Veteran Mike Seashols as Executive Chairman (independent corroboration of Seashols career) “He was also the founding CEO of three different software companies, Versant, Evolve and Documentum, guiding each of them to successful IPOs. Mr. Seashols was the CEO of GoldenGate Software which would eventually be purchased by Oracle.” | press | 2026-07-04 |
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