Acalvio

Market position

Acalvio describes itself as a leader and pioneer in autonomous cyber deception and Active Defense, and cites placement in a 2026 GigaOm Radar report for deception technology. Third-party material lists Attivo Networks, Cynet, FireEye, Rapid7 and Sophos as competitors.

The company argues deception yields high-fidelity signals with few false positives because interactions with decoys and honeytokens have no legitimate explanation, in contrast to behavioral analytics that infer risk from context and probability and typically alert later in the attack chain. It also emphasizes scalable, cost-effective and low-footprint deployment (Fluid Deception, agentless, DevOps-style delivery) and coverage spanning IT, OT, cloud and identity, plus alignment with NIST CSF, 800-160 and 800-171/172 control objectives and the MITRE ATT&CK framework.

Technology

ShadowPlex distributes decoys, honeytokens, honeytoken accounts, deceptive credentials and data lures across endpoints, identity systems, networks, cloud workloads and OT/ICS, using patented Fluid Deception technology for scalable deception and Adversary Behavior Analytics (ABA) data-science algorithms that correlate deception events with other enterprise security data (SIEM, privileged user management) to drive automated response. The platform is agentless, supports on-premises, cloud and hybrid deployments, and applies AI and software-defined networking; the company cites 25 patents. The 360 Deception layer manipulates what attackers and autonomous systems can see, trust and act on, and Deception Guardrails applies this to AI agent runtimes.

Go-to-market

Acalvio sells directly and through a partner ecosystem of strategic partners, technology integrations (including CrowdStrike Falcon honeytoken integration), distributors and managed service providers, supported by content marketing (analyst reports, case studies, whitepapers, webinars), industry events such as Fal.Con USA 2026, and a dedicated US federal go-to-market with a GM Federal and a federal advisory board of former senior defense and intelligence officials.

Midsize to Fortune 500 enterprises and government agencies, including US federal entities (DoD, the intelligence community and civilian agencies), with named industry focus on public sector, financial services and healthcare. Most customers are reported to be large enterprises with more than 10,000 employees, and roughly 40% of customers are located in the United States.

Geography

Headquartered in Silicon Valley (Santa Clara, California) with an associated Indian entity, Acalvio Technologies Private Limited. Distribution partnerships extended reach into India and the ASEAN region (Philippines), and about 40% of its customers are in the United States.

History

Acalvio was founded in 2015 by Ram Varadarajan, Raj Gopalakrishna, Sreenivas Gukal and Nat Natraj, with an associated Indian legal entity, Acalvio Technologies Private Limited, incorporated on September 29, 2015. The company emerged from stealth in July 2016 announcing $17 million in funding and unveiling its "Deception 2.0" technology. In February 2017 it announced a distributed deception solution delivered from Microsoft Azure. Distribution partnerships followed with Exclusive Networks India (July 2020) and SYNETCOM Philippines (August 2020, covering the ASEAN region). Later financing rounds are reported through July 2022, and the company has since extended the ShadowPlex platform into identity protection, cloud security and protections for agentic AI systems.