Home
Loading

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

Get in touch

  • Contact

  • Request a demo

  • Request data updates

  • Add a company

Research

  • Companies

  • Investors

  • People

aVenture

  • Sitemap

  • Feature requests

Member

Backed by

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy Policy

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading
Loading
Home
News
Fig Security emerges from stealth with $38M to help security teams deal with change

From TechCrunch

By Ram Iyer

March 3, 2026

Fig Security emerges from stealth with $38M to help security teams deal with change

For enterprises, being able to study data unlocks much more than new ways to make money. The modern enterprise tech stack is mind-bogglingly complex — it employs dozens of tools that work together and break things in uniquely different ways, which is why being able to analyze data streams lets companies understand when, where, and why things break.

But security teams can’t wait until something’s broken to fix it. To use a metaphor: An alarm that hasn’t gone off for a while cannot be trusted to be working. And the modern security stack is so dense with tools that a small change in one tool could have unpredictable downstream effects that may compromise detection and response capabilities.

Fig Security, a startup by veterans of Israel’s cyber and data intelligence units 8200 and Mamram, claims to help security teams deal with that by monitoring the security stack to see if their rules, mitigation tools, and detection and response capabilities are functioning or skewed off course by changes. The startup just came out of stealth with $38 million in seed and Series A funding, TechCrunch has exclusively learned.

In a nutshell, the startup’s tech traces data flows in the security stack, from the origin at sources through data pipelines and data lakes to security orchestration and automation response platforms, and then alerts security teams when changes at any point affect detection or response capabilities. The platform also allows companies to simulate how new fixes, patches, or changes could affect their system before they’re deployed.

“Instead of looking at the data and tracing it forward and seeing where it ends up, we look at your detections because that is the thing that you need to work,” Fig’s CEO and co-founder, Gal Shafir (pictured above, center), explained to TechCrunch. “Detection or response is the single source of truth, and then we back-trace the health and what needs to happen on the data in order for it to trigger the detection when something happens. And then we alert [the security team] if something has an inconsistency in real time.”

Shafir said Fig does this by sampling a company’s data as it flows through different tools in the infrastructure and understanding how it changes through the pipeline. This lets the company create a “data lineage” that can be used to find out how any upstream changes could break security tools downstream in real time.

A screenshot of fig’s platformImage Credits:Fig Security

The startup says it connects with data links and Security Information and Event Management (SIEM) systems to do all of this, which lets its tech be used with security tools and environments of all sorts.

Fig’s launch comes as enterprises evolve in real time, especially with C-suites being pressured to find out how AI-powered tools can help save costs, reduce human errors, and improve efficiency. But the influx of so many tools has made the modern security team’s life even harder. What kind of defenses should a CISO prioritize? What’s the right security posture to take as hackers use AI to mount increasingly sophisticated attacks?

Shafir, who led Google Cloud Security’s global architecture team before starting Fig, says he saw this uncertainty firsthand when meeting with customers while pitching Google’s AI products.

“All of the CISOs, regardless of the team size or the security budget or the company size, were saying, ‘Wait, I understand that AI is really cool, but I don’t know if I trust my detections right now, how can I trust the AI that tells me that everything is fine tomorrow if I don’t trust the data underneath it?’” 

That led Shafir and his co-founders, Nir Loya Dahan (CPO), and Roy Haimof (CTO) to the realization that they could solve security teams’ issues with understanding what’s happening on the ground.

“That was the moment that we said, okay, there’s a big problem that people understand that exists, but there is no solution because there’s so many vendors and complex infrastructure, almost by nature. That was the moment for us to stop what we did and quit and go to build Fig,” Shafir said.

Shafir says since launching eight months ago, Fig now has large enterprise customers in the “low double-digits,” and expects that number to grow to 50 to 100 by the end of the year.

The startup will use the fresh cash to expand in North America and triple its headcount across engineering and go-to-market functions.

Investors in the funding rounds include Team8 and Ten Eleven Ventures, as well as security professionals including Doug Merritt (former CEO of Splunk), Rene Bonvanie (former CMO of Palo Alto Networks), and the founders of Demisto and Siemplify.

View original article on techcrunch.com

Most Recent

Colossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuation

Colossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuation

The de-extinction startup is looking to double or triple its previous valuation, according to the report.

Jul 20, 2026

Natural raises $30M to reinvent payments for AI agents — and take on Stripe

Natural raises $30M to reinvent payments for AI agents — and take on Stripe

The one-year-old startup aims to reinvent financial architecture for autonomous AI transactions.

Jul 20, 2026

Inference startup Infinity raises $15M from Touring Capital, OpenAI and Anthropic researchers

Inference startup Infinity raises $15M from Touring Capital, OpenAI and Anthropic researchers

AI infrastructure company Infinity announced Monday a $15 million raise at a $100 million valuation from investors including Touring Capital, Principal VC, and researchers from companies such as OpenAI and Anthropic.

Jul 20, 2026

StrictlyVC returns to New York City September 10 to celebrate a huge year for the city’s startup community

StrictlyVC returns to New York City September 10 to celebrate a huge year for the city’s startup community

For the first time since 2024, StrictlyVC is coming back to New York City — and we're bringing the kind of access you’d expect from an under-wraps event to the whole startup, VC, and dealmaking community.

Jul 20, 2026

Similar Posts

Relyance lands $32M to help companies comply with data regulations

Relyance lands $32M to help companies comply with data regulations

As the demand for AI surges, AI vendors are devoting greater bandwidth to data security issues. Not only are they being compelled to comply with emerging data privacy regulations (e.g. the EU Data Act), but they’re finding themselves under the microscope of clients skeptical about how their data is being used and processed. The trouble is, where it concerns tightening data security practices around AI, many orgs aren’t in a position to execute well. According to a survey from BigID, a data cont

Oct 10, 2024

YC-backed Formal brings a clever security reverse-proxy out of stealth

YC-backed Formal brings a clever security reverse-proxy out of stealth

Formal is a security startup coming out of stealth on Tuesday with a nice list of investors and an interesting product positioning. The company has designed a reverse-proxy for data stores and APIs so that security teams can more easily secure access to sensitive data. In more practical terms, Formal is a proxy that you deploy in your virtual private cloud (VPC) where it logs every request made to your data stores — say a database with customer information for instance — and enforces access pol

Nov 19, 2024

Oneleet raises $33M to shake up the world of security compliance

Oneleet raises $33M to shake up the world of security compliance

Founder Bryan Onel says too many companies are doing the bare minimum to meet their security compliance obligations, and raised $33 million to help his customers get both compliant and secure.

Oct 2, 2025

Aim Security raises $10M for its GenAI security platform

Aim Security raises $10M for its GenAI security platform

Securing generative AI-based applications from prompting attacks, ensuring thatnthey don’t leak sensitive data or create malicious output or results that maynviolate privacy regulations is becoming a real business. We’ve already seen somenstartups in this space and today, Tel Aviv-based Aim Security is joining thenfray with a new GenAI security platform and […]

Jan 31, 2024

Most Recent

Colossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuation

Colossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuation

The de-extinction startup is looking to double or triple its previous valuation, according to the report.

Jul 20, 2026

Natural raises $30M to reinvent payments for AI agents — and take on Stripe

Natural raises $30M to reinvent payments for AI agents — and take on Stripe

The one-year-old startup aims to reinvent financial architecture for autonomous AI transactions.

Jul 20, 2026

Inference startup Infinity raises $15M from Touring Capital, OpenAI and Anthropic researchers

Inference startup Infinity raises $15M from Touring Capital, OpenAI and Anthropic researchers

AI infrastructure company Infinity announced Monday a $15 million raise at a $100 million valuation from investors including Touring Capital, Principal VC, and researchers from companies such as OpenAI and Anthropic.

Jul 20, 2026

StrictlyVC returns to New York City September 10 to celebrate a huge year for the city’s startup community

StrictlyVC returns to New York City September 10 to celebrate a huge year for the city’s startup community

For the first time since 2024, StrictlyVC is coming back to New York City — and we're bringing the kind of access you’d expect from an under-wraps event to the whole startup, VC, and dealmaking community.

Jul 20, 2026

Similar Posts

Relyance lands $32M to help companies comply with data regulations

Relyance lands $32M to help companies comply with data regulations

As the demand for AI surges, AI vendors are devoting greater bandwidth to data security issues. Not only are they being compelled to comply with emerging data privacy regulations (e.g. the EU Data Act), but they’re finding themselves under the microscope of clients skeptical about how their data is being used and processed. The trouble is, where it concerns tightening data security practices around AI, many orgs aren’t in a position to execute well. According to a survey from BigID, a data cont

Oct 10, 2024

YC-backed Formal brings a clever security reverse-proxy out of stealth

YC-backed Formal brings a clever security reverse-proxy out of stealth

Formal is a security startup coming out of stealth on Tuesday with a nice list of investors and an interesting product positioning. The company has designed a reverse-proxy for data stores and APIs so that security teams can more easily secure access to sensitive data. In more practical terms, Formal is a proxy that you deploy in your virtual private cloud (VPC) where it logs every request made to your data stores — say a database with customer information for instance — and enforces access pol

Nov 19, 2024

Oneleet raises $33M to shake up the world of security compliance

Oneleet raises $33M to shake up the world of security compliance

Founder Bryan Onel says too many companies are doing the bare minimum to meet their security compliance obligations, and raised $33 million to help his customers get both compliant and secure.

Oct 2, 2025

Aim Security raises $10M for its GenAI security platform

Aim Security raises $10M for its GenAI security platform

Securing generative AI-based applications from prompting attacks, ensuring thatnthey don’t leak sensitive data or create malicious output or results that maynviolate privacy regulations is becoming a real business. We’ve already seen somenstartups in this space and today, Tel Aviv-based Aim Security is joining thenfray with a new GenAI security platform and […]

Jan 31, 2024