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.
Anvilogic sells a security operations platform that runs AI agents on top of the SIEMs, data lakes, and cloud storage an enterprise already owns. The agents onboard security data, build and deploy detections, search across platforms, and triage alerts without moving data or replacing tools. The customer wall names SAP, T-Mobile, PayPal, and BNY, and the company reported dozens of enterprise customers, a third of them Fortune 500 firms, when a $45 million round in 2024 brought total funding to $85 million. Databricks Ventures invested in Anvilogic in 2025 and named it a partner of the year. In June 2026, Databricks agreed to acquire Panther, a rival AI SOC vendor. Watch whether Databricks steers detection work on its platform toward Panther rather than toward Anvilogic.
| Description | Palo Alto company whose platform runs AI agents across a customer's existing SIEMs, data lakes, and cloud storage to onboard security data, build and deploy detections, search across platforms, and triage alerts. Sold as a multi-data platform SIEM before repositioning as an agentic SecOps platform. | [f1] |
|---|---|---|
| Founded | 2019 | [f2] |
| HQ | Palo Alto, CA | [f2] |
| Funding | $85M total | [f3] |
| Latest funding | Series C, $45M led by Evolution Equity Partners (April 2024) | [f4] |
| Product | What it does |
|---|---|
| Anvilogic Platform | Agentic security operations platform with agents for data onboarding, federated search, detection engineering, and alert triage, running on a customer's existing SIEMs and data lakes. |
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. |
The Anvilogic Platform builds and deploys detection logic across the telemetry a customer's SIEMs and data lakes hold, earning detect across those assets, and is 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. | 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. | 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 | Anvilogic homepage | official | 2026-07-22 |
| f2 | Anvilogic press release: Anvilogic Closes $45M Series C | official | 2026-07-22 |
| f3 | SecurityWeek: Multi-Data Platform SIEM Anvilogic Raises $45 Million | press | 2026-07-22 |
| f4 | FinSMEs (April 19, 2024): Anvilogic Closes $45M Series C Funding | press | 2026-07-22 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Anvilogic homepage “Trusted by security teams at SAP T·Mobile Siemens Cigna Zendesk Greenlight Capital Group Alteryx BNY Labcorp Koch Regeneron TradeWeb PayPal ADP Smithfield Rakuten Mobile” | official | 2026-07-22 |
| s2 | Anvilogic company overview page “Built by security practitioners and data scientists, Anvilogic is the Agentic SecOps Platform that helps enterprise security teams scale operations without adding headcount or replacing the infrastructure they already have.” | official | 2026-07-22 |
| s3 | Anvilogic platform page: Every SOC Workflow, Automated “Splunk Azure Sentinel CrowdStrike NG-SIEM Elastic Data lakes Go big on the lakehouse Snowflake Databricks” | official | 2026-07-22 |
| s4 | Anvilogic Series C release (April 2024): founders Karthik Kannan, ex-Splunk Security Analytics, and Deb Banerjee, ex-Proofpoint and Symantec chief architect “Anvilogic has dozens of enterprise customers, a third of which are Fortune 500s.” | official | 2026-07-22 |
| s5 | SecurityWeek (April 18, 2024): Multi-Data Platform SIEM Anvilogic Raises $45 Million “it has raised $45 million in Series C funding, bringing the total raised by the company to $85 million” | press | 2026-07-22 |
| s6 | FinSMEs (April 19, 2024): Anvilogic Closes $45M Series C Funding “The round was led by Evolution Equity Partners, with participation from existing investors Foundation Capital, Cervin Ventures, Myriad Ventures, Point72 Ventures, Outpost Ventures, Stepstone Group, and G Squared.” | press | 2026-07-22 |
| s7 | Databricks blog (June 9, 2025): Databricks Ventures Invests in Anvilogic, named Growth Built on Partner of the Year “Databricks Ventures is excited to announce our investment in Anvilogic, a next-generation AI Security Operations Center (SOC) platform for detection engineering and triage.” | press | 2026-07-22 |
| s8 | Databricks newsroom (June 16, 2026): Databricks Agrees to Acquire Panther “Databricks, the Data and AI company, today announces intent to acquire Panther, a leading AI SOC platform.” | press | 2026-07-22 |
| s9 | Anvilogic Trust Center (Akitra-hosted), probe of trust.anvilogic.com listing SOC 2 Type II and ISO 27001:2022 reports “ISO 27001 2022 Audit Report - 2025” | official | 2026-07-22 |
| s10 | Anvilogic founders' story Q&A with Karthik Kannan and Deb Banerjee “it was Caspida, which was also in the cybersecurity space (acquired by Splunk)” | official | 2026-07-22 |
| s11 | Anvilogic documentation portal probe: docs.anvilogic.com redirects to a customer login (secure.anvilogic.com), no public docs | official | 2026-07-22 |
| s12 | Anvilogic customer case studies page, naming Navan, SAP, SurveyMonkey, St. George's University, and Rakuten alongside anonymized entries “By using a detection engineering platform on top of our data lake, we are able to achieve some significant efficiencies in our overall SOC and IR operations, which can equate to cost savings of close to 70–80%.” | official | 2026-07-22 |
| s13 | Cervin Ventures (an Anvilogic investor) founder spotlight of Karthik Kannan, June 2021 “Before co-founding Caspida in 2013, Karthik was a founding/executive member of other successful startups which were acquired by large, public corporations.” | official | 2026-07-22 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Anvilogic homepage “Trusted by security teams at SAP T·Mobile Siemens Cigna Zendesk Greenlight Capital Group Alteryx BNY Labcorp Koch Regeneron TradeWeb PayPal ADP Smithfield Rakuten Mobile” | official | 2026-07-22 |
| s2 | Anvilogic company overview page “Built by security practitioners and data scientists, Anvilogic is the Agentic SecOps Platform that helps enterprise security teams scale operations without adding headcount or replacing the infrastructure they already have.” | official | 2026-07-22 |
| s3 | Anvilogic platform page: Every SOC Workflow, Automated “Splunk Azure Sentinel CrowdStrike NG-SIEM Elastic Data lakes Go big on the lakehouse Snowflake Databricks” | official | 2026-07-22 |
| s4 | Anvilogic Series C release (April 2024): founders Karthik Kannan, ex-Splunk Security Analytics, and Deb Banerjee, ex-Proofpoint and Symantec chief architect “Anvilogic has dozens of enterprise customers, a third of which are Fortune 500s.” | official | 2026-07-22 |
| s5 | SecurityWeek (April 18, 2024): Multi-Data Platform SIEM Anvilogic Raises $45 Million “it has raised $45 million in Series C funding, bringing the total raised by the company to $85 million” | press | 2026-07-22 |
| s6 | FinSMEs (April 19, 2024): Anvilogic Closes $45M Series C Funding “The round was led by Evolution Equity Partners, with participation from existing investors Foundation Capital, Cervin Ventures, Myriad Ventures, Point72 Ventures, Outpost Ventures, Stepstone Group, and G Squared.” | press | 2026-07-22 |
| s7 | Databricks blog (June 9, 2025): Databricks Ventures Invests in Anvilogic, named Growth Built on Partner of the Year “Databricks Ventures is excited to announce our investment in Anvilogic, a next-generation AI Security Operations Center (SOC) platform for detection engineering and triage.” | press | 2026-07-22 |
| s8 | Databricks newsroom (June 16, 2026): Databricks Agrees to Acquire Panther “Databricks, the Data and AI company, today announces intent to acquire Panther, a leading AI SOC platform.” | press | 2026-07-22 |
| s9 | Anvilogic Trust Center (Akitra-hosted), probe of trust.anvilogic.com listing SOC 2 Type II and ISO 27001:2022 reports “ISO 27001 2022 Audit Report - 2025” | official | 2026-07-22 |
| s10 | Anvilogic founders' story Q&A with Karthik Kannan and Deb Banerjee “it was Caspida, which was also in the cybersecurity space (acquired by Splunk)” | official | 2026-07-22 |
| s11 | Anvilogic documentation portal probe: docs.anvilogic.com redirects to a customer login (secure.anvilogic.com), no public docs | official | 2026-07-22 |
| s12 | Anvilogic customer case studies page, naming Navan, SAP, SurveyMonkey, St. George's University, and Rakuten alongside anonymized entries “By using a detection engineering platform on top of our data lake, we are able to achieve some significant efficiencies in our overall SOC and IR operations, which can equate to cost savings of close to 70–80%.” | official | 2026-07-22 |
| s13 | Cervin Ventures (an Anvilogic investor) founder spotlight of Karthik Kannan, June 2021 “Before co-founding Caspida in 2013, Karthik was a founding/executive member of other successful startups which were acquired by large, public corporations.” | official | 2026-07-22 |
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