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.
Panther keeps little when a customer decides to leave. Its detection rules ship as open code in a public repository buyers can fork, the security data stays in the customer's own Snowflake or Databricks instance rather than a Panther system, and the AI agents it launched in March 2026 sell as software any funded rival could also build. The part that took years is the engineering underneath, real-time detection written as code at cloud scale. For a buyer, that makes Panther a head start in a hard problem rather than a lasting lock-in. In June 2026 Databricks announced intent to acquire Panther, which would place that engineering inside the data platform Panther already runs on, pending close.
| Description | San Francisco company whose platform pairs a cloud-scale security data lake and Python detection-as-code with AI agents that triage alerts, investigate threats, and tune detections. Panther positioned the platform as a cloud-native SIEM before relaunching it as an AI SOC platform in 2026. | [f1] |
|---|---|---|
| Founded | 2018 | [f2] |
| HQ | San Francisco, CA | [f2] |
| Funding | $140M total | [f3] |
| Latest funding | Series B, $120 million led by Coatue (December 2021) | [f4] |
| Product | What it does |
|---|---|
| Panther | AI SOC platform combining a security data lake, Python detection-as-code, and AI agents for alert triage, investigation, and detection tuning. Sold as a cloud-native SIEM before 2026. |
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. |
Detection-as-code analytics earn detect across the telemetry Panther ingests, and cloud security scanning earns identify for cloud resources. The platform is mapped to the Cyber Defense Matrix. [f5]
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. | 4/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 4/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 4/5 |
| 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. | 4/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
Unlock the Full Analysis
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.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
pivot urgently
| 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. | 2/3 |
| 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 |
Unlock the Full Analysis
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.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Panther homepage | official | 2026-06-12 |
| f2 | Contrary Research report on Panther (runpanther.io WHOIS creation 2018-07-24 corroborates) | research | 2026-06-12 |
| f3 | Series B press release (GlobeNewswire) | press | 2026-06-12 |
| f4 | SC Media coverage of the Series B | press | 2026-06-12 |
| f5 | panther-analysis repository README | official | 2026-06-12 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Panther homepage “The Complete AI SOC Platform” | official | 2026-06-18 |
| s2 | Panther about page “Our mission is to make security teams smarter and faster than attackers.” | official | 2026-06-12 |
| s3 | Panther trust page “We maintain 99.9% uptime through our SLA-backed commitment to system availability.” | official | 2026-06-12 |
| s4 | Panther terms of service “Panther Labs, Inc. and/or its licensors own the intellectual property rights for all material on Panther Website.” | official | 2026-06-12 |
| s5 | Panther AI SOC Agent product page “Panther AI queries your data lake, reviews detection logic, and pulls enrichment from connected tools, delivering a definitive risk classification with transparent reasoning before an analyst pulls a single thread.” | official | 2026-06-12 |
| s6 | Panther Detection Engine product page “85% Reduction in total alert volume” | official | 2026-06-12 |
| s7 | Panther Data Pipeline product page “HealthEquity reduced investigation times by 90% with Panther. That's data-grounded AI in production.” | official | 2026-06-12 |
| s8 | Panther customer stories page “With Panther, Bitstamp Deploys New Detections In Seconds, Not Days” | official | 2026-06-18 |
| s9 | Panther integrations overview | official | 2026-06-12 |
| s10 | Panther documentation overview | official | 2026-06-12 |
| s11 | Panther documentation quick start | official | 2026-06-12 |
| s12 | panther-analysis GitHub repository “Built-in Panther detection rules and policies” | official | 2026-06-12 |
| s13 | AI SOC Platform launch press release (PR Newswire, March 19, 2026) “today announced the general availability of its complete AI SOC Platform, a new category of security operations built around a closed loop” | press | 2026-06-12 |
| s14 | Series B press release (GlobeNewswire, December 2, 2021) “This round brings Panther's total funding to $140 million.” | press | 2026-06-12 |
| s15 | Series A press release (PR Newswire, September 9, 2020) “Panther provides an open, scalable, and developer-friendly solution for security engineers at cloud-first organizations, like GitLab, to detect and respond to suspicious activity in real time.” | press | 2026-07-01 |
| s16 | SC Media on the Series B “Panther Labs raises $120M in Series B funding for a valuation of $1.4B” | press | 2026-06-12 |
| s17 | SiliconANGLE on the AI SOC Platform launch “Panther Labs Inc. today announced the general availability of its complete AI SOC Platform” | press | 2026-06-12 |
| s18 | Contrary Research report on Panther (September 2023) “Panther was founded in 2018 by Jack Naglieri (CEO).” | research | 2026-06-12 |
| s19 | Jack Naglieri's CEO-to-CTO transition post (February 5, 2024) “I'm pleased to announce a transition in my role at Panther from CEO to CTO to lead our technical team.” | other | 2026-06-12 |
| s20 | AWS Marketplace listing for Panther - Cloud Connected “Panther is a modern Security Information and Event Management (SIEM) tool that solves the challenges of security operations at scale.” | other | 2026-06-12 |
| s21 | Databricks newsroom: Databricks Agrees to Acquire Panther (June 16, 2026) “today announces intent to acquire Panther, a leading AI SOC platform. Trusted by leading security teams including Anthropic, Panther has proven it can defend the most demanding, AI-native environments.” | press | 2026-06-18 |
| s22 | SEC EDGAR Form D for Panther Labs Inc. (filed July 29, 2020) “Total Offering Amount $ 14,999,990 USD or Indefinite Total Amount Sold $ 14,999,990 USD” | regulatory | 2026-06-30 |
| s23 | CB Insights company profile for Panther “Panther is a monitoring & security company headquartered in San Francisco, United States, founded in 2018. It has raised $140.38M in total funding.” | research | 2026-06-30 |
| s24 | Panther case study: Infoblox Tunes Detections 70% Faster with Panther AI (May 7, 2025) “With Panther AI, Infoblox has reduced detection tuning time by 70% and halved investigation times.” | official | 2026-07-01 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Panther homepage “The Complete AI SOC Platform” | official | 2026-06-18 |
| s2 | Panther about page “Our mission is to make security teams smarter and faster than attackers.” | official | 2026-06-12 |
| s3 | Panther trust page “We maintain 99.9% uptime through our SLA-backed commitment to system availability.” | official | 2026-06-12 |
| s4 | Panther terms of service “Panther Labs, Inc. and/or its licensors own the intellectual property rights for all material on Panther Website.” | official | 2026-06-12 |
| s5 | Panther AI SOC Agent product page “HealthEquity triages alerts in 5 minutes or less. That's Panther's AI SOC Agent in production.” | official | 2026-06-18 |
| s6 | Panther Detection Engine product page “85% Reduction in total alert volume” | official | 2026-06-12 |
| s7 | Panther Data Pipeline product page “Panther runs natively on your Snowflake or Databricks instance, keeping your security data in infrastructure you already own and control.” | official | 2026-06-12 |
| s8 | Panther customer stories page “With Panther, Bitstamp Deploys New Detections In Seconds, Not Days” | official | 2026-06-18 |
| s9 | Panther integrations overview | official | 2026-06-12 |
| s10 | Panther documentation overview | official | 2026-06-12 |
| s11 | Panther documentation quick start | official | 2026-06-12 |
| s12 | panther-analysis GitHub repository “Built-in Panther detection rules and policies” | official | 2026-06-18 |
| s13 | AI SOC Platform launch press release (PR Newswire, March 19, 2026) “today announced the general availability of its complete AI SOC Platform, a new category of security operations built around a closed loop” | press | 2026-06-12 |
| s14 | Series B press release (GlobeNewswire, December 2, 2021) “This round brings Panther's total funding to $140 million.” | press | 2026-06-12 |
| s15 | Series A press release (PR Newswire, September 9, 2020) “Panther provides an open, scalable, and developer-friendly solution for security engineers at cloud-first organizations, like GitLab, to detect and respond to suspicious activity in real time.” | press | 2026-06-16 |
| s16 | SC Media on the Series B “Panther Labs raises $120M in Series B funding for a valuation of $1.4B” | press | 2026-06-12 |
| s17 | SiliconANGLE on the AI SOC Platform launch “Panther Labs Inc. today announced the general availability of its complete AI SOC Platform” | press | 2026-06-12 |
| s18 | Contrary Research report on Panther (September 2023) “Panther was founded in 2018 by Jack Naglieri (CEO).” | research | 2026-06-12 |
| s19 | Jack Naglieri's CEO-to-CTO transition post (February 5, 2024) “I'm pleased to announce a transition in my role at Panther from CEO to CTO to lead our technical team.” | other | 2026-06-12 |
| s20 | AWS Marketplace listing for Panther - Cloud Connected “Panther Cloud Connected - 1TB of Monthly Ingestion - 1 Year Data Retention $50,000.00. Pricing is based on the duration and terms of your contract with the vendor, and additional usage.” | other | 2026-06-18 |
| s21 | Databricks newsroom: Databricks Agrees to Acquire Panther (June 16, 2026) “Databricks, the Data and AI company, today announces intent to acquire Panther, a leading AI SOC platform. The proposed acquisition is subject to customary closing conditions, including any required regulatory clearances. Trusted by leading security teams, including Anthropic.” | press | 2026-06-18 |
| s22 | Varo homepage “Not only are your deposits FDIC-insured, we’re also an independent bank with our own banking charter.” | other | 2026-07-01 |
| s23 | Jumio homepage “Go beyond point-in-time identity verification checks. Jumio delivers continuous, contextual, and intelligent identity insights throughout the customer lifecycle. Tap into the Jumio Identity Graph to proactively stop sophisticated fraud, ensure compliance, and build trusted relationships.” | other | 2026-07-01 |
This site is an experimental research aid created by Zeltser Security Corp. All its data gathering and analysis was performed autonomously without human review, and it can contain errors of fact, interpretation, and judgment that a human reviewer might catch.
The analyses are statements of opinion, not statements of fact. Machine analysis produced the scores, summaries, and matrix placements by weighing the public sources each page cites, and reasonable people can weigh the same sources differently. Where a page states a fact, it cites the public source and the date it was checked, and the statement is only as accurate as that source. Unless a profile expressly says otherwise, the analysis involves no hands-on testing and no independent validation of any company's products or services.
Nothing here is professional, security, legal, financial, investment, or purchasing advice, and nothing here is a recommendation to invest in, do business with, or avoid any company. Inclusion of a company is not an endorsement, and absence of a company is not a judgment about it. Reading this site creates no advisory or client relationship. Verify any detail you plan to act on against the vendor's current materials.
The content is provided "as is" and "as available," with all warranties disclaimed, express or implied, including merchantability, fitness for a particular purpose, accuracy, and non-infringement. No entry is warranted to be complete, current, or correct. Companies change, vendors update their claims, sources can be wrong, and automated analysis can misread them.
To the fullest extent permitted by law, the operator, Zeltser Security Corp, is not liable for any damages that arise from using this site or relying on its content, including direct, indirect, incidental, special, and consequential damages and lost profits, even if advised that such damages were possible. If you are dissatisfied with the site or disagree with these terms, your remedy is to stop using it.
Entries link to vendor pages, press coverage, and other external sites that Zeltser Security Corp does not control and is not responsible for. A link is not an affiliation with the destination or an endorsement of it. Product and company names and trademarks are the property of their owners, used here nominatively to identify the companies described. Short quotations from cited sources appear for identification and commentary.
Do not republish its content or share access without the operator's permission.