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.
Acalvio is a deception vendor announcing a fourth straight year as a GigaOm Radar Leader, built on 25 patents, with ShadowPlex deploying decoys and honeytokens across IT, OT, cloud, and Active Directory to catch attacker reconnaissance and credential abuse early. The core mechanic, decoys that alert when an attacker touches them, is one newer rivals and platform incumbents also sell. What a feature-bundling rival cannot quickly copy is In-Q-Tel backing, a Booz Allen Hamilton partnership, and a FedRAMP Ready designation its 2022 partner release called unique among deception products. The public record describes midsize-to-Fortune-500 buyers and government agencies but discloses no revenue or customer counts, and the federal and OT relationships are the assets a new rival starts without.
| Description | Cyber deception vendor whose ShadowPlex platform deploys decoys and honeytokens across IT, OT, cloud, and identity environments to detect attacker reconnaissance, credential abuse, and lateral movement early, with backing from Accel, GV, In-Q-Tel, and Honeywell Ventures. | [f1] |
|---|---|---|
| Founded | 2015 | [f2] |
| HQ | Santa Clara, California, USA | [f3] |
| Latest funding | Series D, $17.4M (July 2022), earlier $17M stealth round led by Accel, Ignition, Eileses (2016) | [f4] |
| Product | What it does |
|---|---|
| ShadowPlex Advanced Threat Defense | Deception product that detects APT, AI-driven, and lateral movement activity early across IT, cloud, and OT environments using adaptive decoys and behavior-based detection. |
| ShadowPlex Identity Protection | Identity threat detection product that deploys decoy honey accounts and honeytokens across Active Directory, Azure AD, and cloud directories to expose credential misuse. |
| ShadowPlex Cloud Security | Multi-cloud detection product built on enterprise-scale honeytokens that surface attacker activity across cloud workloads and identities. |
| ShadowPlex Targeted Threat Intel | Threat intelligence product that uses deception engagement to collect targeted adversary telemetry for preemptive defense. |
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. |
ShadowPlex deploys decoys and honeytokens across IT, OT, cloud, and identity surfaces to produce attacker-detection signal and routes response into SIEM, SOAR, and EDR tooling. The deception uses AI to defend conventional assets, so the company is mapped to the Cyber Defense Matrix.
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. | 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. | 4/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 2/5 |
| 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 |
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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. | 2/3 |
| 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. | 1/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 2/3 |
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 | About Acalvio | official | 2026-06-21 |
| f2 | Acalvio emerges from stealth, July 2016 | official | 2026-06-21 |
| f3 | Acalvio GigaOm Radar press release dateline | official | 2026-06-21 |
| f4 | aVenture: Acalvio Technologies Company Research | research | 2026-07-02 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | About Acalvio “Acalvio is the leader in autonomous cyber deception, defending against APTs, insider threats, and ransomware. Its AI-powered Preemptive Cybersecurity Platform, protected by 25 patents, delivers threat detection across IT, OT, and cloud environments.” | official | 2026-06-21 |
| s2 | ShadowPlex Advanced Threat Defense “Detect asset discovery and scanning activities against IT, cloud, and OT environments. Surface credential harvesting attempts targeting Active Directory. Detect stealthy movement leveraging PsExec, RDP, WMI, and SMB.” | official | 2026-06-21 |
| s3 | ShadowPlex Identity Protection “Deploy deceptive user and service accounts that blend into AD, Azure AD, and cloud directories. AI-powered realism fools attackers and immediately exposes credential misuse and lateral movement.” | official | 2026-06-21 |
| s4 | Acalvio named Leader and Outperformer in GigaOm Radar, Feb 2026 “for the fourth consecutive year, it has been named a Leader and Outperformer in the GigaOm Radar Report for Deception Technology. The report validates Acalvio's ShadowPlex platform for its autonomous cyber deception capabilities and mission-critical performance.” | official | 2026-06-21 |
| s5 | Acalvio homepage on 360 Deception validation (trust probe 2026-07-02 covered badge grep plus trust subdomains and paths, nothing served) “In the U.S. Navy's Cyber Resilient Systems Advanced Naval Technology Exercise, Acalvio delivered 100% true positives and denied 80% of attacker objectives. Gartner also identified Acalvio as the company to beat in AI-powered cyber deception.” | official | 2026-06-21 |
| s6 | Booz Allen Hamilton partners with Acalvio, July 2022 “Booz Allen Hamilton and Acalvio Technologies announced today a global partnership to improve the nation's cybersecurity operations. Acalvio's ShadowPlex, the only Advanced Cyber Deception product with FedRAMP Ready designation, enables organizations to detect malicious activity.” | official | 2026-06-21 |
| s7 | Acalvio About page, founder and board detail “Ram Varadarajan, Co-founder, CEO. Raj Gopalakrishna, Co-founder, Chief Architect. Sreenivas Gukal, Co-founder, CPO. Ram co-founded Arcot Systems, which co-invented Verified by Visa and was acquired by CA Technologies. Board: Accel founder Arthur Patterson, ex-Google CISO Gerhard Eschelbeck.” | official | 2026-06-21 |
| s14 | Acalvio About page, investor roster “Investors: Accel Partners. Eileses Capital. Google Ventures GV. Honeywell. In-Q-Tel IQT. J2 Ventures. Splunk. Presidio Ventures.” | official | 2026-06-21 |
| s15 | Acalvio emerges from stealth with $17M, July 2016 “Acalvio Technologies, an innovator in Advanced Threat Defense, today announced that the company has closed $17 million in funding from top tier investors including Accel Ventures, Ignition Partners and Eileses Capital.” | official | 2026-06-21 |
| s16 | aVenture: Acalvio Technologies Company Research “Series D. Acalvio Technologies' most recent funding round was for $17.4M (USD) in July 2022. As of Jul 31, 2022, Acalvio Technologies has raised a total of $58.2M (USD).” | research | 2026-07-02 |
| s8 | Acalvio strategic partners “Amazon Web Services. CrowdStrike. Google Cloud. Honeywell. Microsoft. Verizon. Wipro.” | official | 2026-06-21 |
| s9 | ShadowPlex Preemptive Cybersecurity Platform “Acalvio leads the industry in deception technology innovation with over 25 granted U.S. patents. Enables agentless deployment across hybrid, multi-cloud, and on-prem environments. Supports native integrations with leading SIEM, SOAR, EDR, and XDR platforms.” | official | 2026-06-21 |
| s10 | Tech.eu deception vendor context “Tracebit, a cloud-native cybersecurity company focused on threat detection, has raised a $20 million Series A round led by FirstMark, with participation from Accel.” | press | 2026-06-21 |
| s11 | AIMultiple deception technology vendor roundup “FortiNet FortiDeceptor, Broadcom Symantec Endpoint Protection, Akamai GuardiCore, Commvault Metallic ThreatWise, Rapid7, ForeScout, Acalvio.” | research | 2026-06-21 |
| s12 | Help Net Security on the Honeywell Acalvio OT solution “Honeywell Threat Defense Platform (HTDP) powered by Acalvio employs sophisticated active defense, featuring autonomous deception tactics to outsmart attackers, and provides high fidelity threat detection. Honeywell's relationship with Acalvio includes investment by Honeywell Ventures.” | press | 2026-06-21 |
| s13 | PR Newswire on Acalvio GigaOm Radar, Feb 2026 “The GigaOm Radar Report for Deception Technology highlights the top 14 deception technology solutions. Acalvio's rapid progress in autonomous orchestration, predictive attack path analysis, OT deception, and early generative deception features, said Stan Wisseman, analyst at GigaOm.” | press | 2026-06-21 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | About Acalvio “Acalvio is the leader in autonomous cyber deception, defending against APTs, insider threats, and ransomware. Its AI-powered Preemptive Cybersecurity Platform, protected by 25 patents, delivers threat detection across IT, OT, and cloud environments.” | official | 2026-06-21 |
| s2 | ShadowPlex Advanced Threat Defense “Detect asset discovery and scanning activities against IT, cloud, and OT environments. Detect stealthy movement leveraging PsExec, RDP, WMI, and SMB. Surface multi-stage escalation attempts before they reach critical assets.” | official | 2026-06-21 |
| s3 | ShadowPlex Identity Protection “Deploy deceptive user and service accounts that blend into Active Directory, Azure AD, and cloud directories. AI-created credential artifacts placed in memory, OS caches, cloud workloads, and applications. Trigger high-confidence alerts on any interaction without modifying identity stores.” | official | 2026-06-21 |
| s4 | ShadowPlex Preemptive Cybersecurity Platform “Acalvio leads the industry in deception technology innovation with over 25 granted U.S. patents. Enables agentless deployment across hybrid, multi-cloud, and on-prem environments. Supports native integrations with leading SIEM, SOAR, EDR, and XDR platforms.” | official | 2026-06-21 |
| s5 | Booz Allen Hamilton partners with Acalvio, July 2022 “Acalvio's ShadowPlex, the only Advanced Cyber Deception product with FedRAMP Ready designation, enables organizations to detect, investigate, and respond to malicious activity in IT and OT environments.” | official | 2026-06-21 |
| s6 | Acalvio strategic partners “Amazon Web Services. CrowdStrike. Google Cloud. Honeywell. Microsoft. Verizon. Wipro.” | official | 2026-06-21 |
| s7 | Acalvio About page, founder and board detail “Ram Varadarajan, Co-founder, CEO. Raj Gopalakrishna, Co-founder, Chief Architect. Sreenivas Gukal, Co-founder, CPO. Ram co-founded Arcot Systems, which co-invented Verified by Visa and was acquired by CA Technologies. Board: Accel founder Arthur Patterson, ex-Google CISO Gerhard Eschelbeck.” | official | 2026-06-21 |
| s8 | Acalvio homepage on 360 Deception validation “In the U.S. Navy's Cyber Resilient Systems Advanced Naval Technology Exercise, Acalvio delivered 100% true positives and denied 80% of attacker objectives. Gartner also identified Acalvio as the company to beat in AI-powered cyber deception.” | official | 2026-06-21 |
| s9 | Help Net Security on the Honeywell Acalvio OT solution “Honeywell Threat Defense Platform (HTDP) powered by Acalvio employs sophisticated active defense, featuring autonomous deception tactics to outsmart attackers. Honeywell's relationship with Acalvio includes investment by Honeywell Ventures.” | press | 2026-06-21 |
| s10 | PR Newswire on Acalvio GigaOm Radar, Feb 2026 “for the fourth consecutive year, it has been named a Leader and Outperformer in the GigaOm Radar Report for Deception Technology. The report highlights the top 14 deception technology solutions.” | press | 2026-06-21 |
| s11 | AIMultiple deception technology vendor roundup “FortiNet FortiDeceptor, Broadcom Symantec Endpoint Protection, Akamai GuardiCore, Commvault Metallic ThreatWise, Rapid7, ForeScout, Acalvio.” | research | 2026-06-21 |
| s12 | Acalvio About page, investor roster “Investors: Accel Partners. Eileses Capital. Google Ventures GV. Honeywell. In-Q-Tel IQT. J2 Ventures. Splunk. Presidio Ventures.” | official | 2026-06-21 |
| s13 | Acalvio homepage trust probe 2026-07-02 (static fetch, badge grep, trust subdomains and paths, nothing served) “Preemptive defense for combating AI attacks and securing agentic AI. The Ultimate Preemptive Cybersecurity Solution.” | official | 2026-07-02 |
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