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Side-by-side compare

Up to 3 solutions, scored on the same value metrics.

Claroty logoClaroty

Claroty

4.7/5
Abnormal AI, Inc. logoAbnormal

Abnormal AI, Inc.

4.0/5
ROI categoryrisk compliancerisk compliance
Time-to-Value2–3 months (passive deployment) (~60d)Under 2 weeks (~14d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersEnterprise agreements only; no public seat tiers or minimums disclosed.Not listed
Implementation friction4/52/5
Friction meter
Best forIndustrial, healthcare and commercial operators that need continuous visibility into OT, IoT and medical devices without disrupting operations; Security teams that must prove regulatory and insurance compliance with automated reporting; Organizations that want to consolidate asset inventory, exposure management, network protection and threat detection in one CPS platform; Enterprises already running Microsoft, Splunk, Palo Alto or ServiceNow stacks that need CPS context fed into themSecurity teams replacing legacy secure email gateways (SEG) with API-based, autonomous detection; Organizations on Microsoft 365 or Google Workspace that want deployment with no agents or MX changes; Enterprises needing behavioral detection of BEC, account takeover, credential phishing and GenAI social engineering; Security leaders who want AI to investigate and respond autonomously while showing evidence; Companies that also need identity hardening and governance of internal AI agent/tool use
Not forSmall or mid-size businesses looking for a low-cost, self-serve security tool; IT-only security teams with no OT, IoT or cyber-physical estate; Buyers who require published list pricing, a free tier or instant online sign-up; Organizations unwilling to run or host passive monitoring in production networksVery small businesses looking for a low-cost, self-serve email filter with published list pricing; Teams without security operations capacity to configure and tune enterprise security controls; Buyers who require public per-seat pricing and self-service signup before a sales process; Organizations that need an SMB-grade spam filter rather than behavioral threat detection

Stack fit matrix

SalesforceNot supportedNot supported
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365IntegrationNative
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported

Compliance

SOC 2 Listed Listed
ISO 27001 Listed Listed
GDPR Listed Listed
HIPAA Listed Not listed
FedRAMP Not listed Not listed
ISO 42001 Not listed Listed
IAPP AIGPnamed staff Not listed Not listed
AI app-builder checkwhat this checksNo cautionNo caution

Company & support

Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.

FoundedNot recorded2018 (8 yrs)
HeadquartersNot recordedNot recorded
PhoneNot yet recordedNot listed
EmailNot yet recordedNot listed
Live chatNot yet recordedNot listed
Support portal / ticketsNot yet recordedPlan not stated
Community forumNot yet recordedNot listed
Help centre / docsNot yet recordedNot listed
Dedicated account managerNot yet recordedNot listed
In person / on-siteNot yet recordedNot listed
Support hoursNot yet recordedNot recorded
Response timeNot yet recordedNot stated

AI & MCP readiness

Whether each solution can join your AI stack, and what it asks of you to do so.

MCP connectionreaches AI clientsNot supportedNot supported
AI featuresAgentic workflowsAnomaly detection; Predictive analytics; Agentic workflows
Built around AI?AI added to an existing productAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onNot recordedNot recorded
AI pricingNot recordedNot recorded
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded

Quadrant view

Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.

Quadrant view

Implementation friction × Value-Position score (estimate)

1.8/52.4/53.0/53.6/54.2/54.7/54.5/54.3/54.2/54.0/5Friction ← betterBuyer score better →Loved & EasyLoved & HeavyRisky & EasyRisky & Heavy

The lines cross at the median of the solutions shown, so about half sit on each side of each line.

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