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Side-by-side compare

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

Saviynt logoSaviynt

Saviynt

4.2/5
Abnormal AI, Inc. logoAbnormal

Abnormal AI, Inc.

4.0/5
ROI categoryrisk compliancerisk compliance
Time-to-Value3–6 months (enterprise rollout) (~90d)Under 2 weeks (~14d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersNot listedNot listed
Implementation friction4/52/5
Friction meter
Best forLarge enterprises that must discover, register and govern AI agent and non-human identities at scale; Security teams consolidating identity governance, privileged access management and application access governance into one platform; Regulated organisations that need auditable access certifications, separation-of-duties controls and FedRAMP Moderate authorization; Companies with hybrid SAP, AWS or ServiceNow estates needing access governance across cloud and on-prem systems; Identity teams governing external workforces, contractors and third parties alongside employeesSecurity 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 teams wanting a lightweight, self-serve identity tool they can run without security staff; Buyers who need transparent self-service list pricing before contacting sales; Startups or SMBs without an existing identity governance or audit program; Organisations looking for a clinical- or retail-workflow-native identity product rather than a horizontal platformVery 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
AWSIntegrationNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365Not supportedNative
SAPIntegrationNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported

Compliance

SOC 2 Listed Listed
ISO 27001 Listed Listed
GDPR Not listed Listed
HIPAA Not listed Not listed
FedRAMP 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 featuresAI governance toolingAnomaly detection; Predictive analytics; Agentic workflows
Built around AI?Not recordedAI-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)

1.8/52.4/53.0/53.6/54.2/54.4/54.2/54.1/54.0/53.8/5Friction ← 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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