Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value~3 months to first production value (~90d)Under 2 weeks (~14d)
Typical annual TCO$150,000/yr$0/yr
Starting price$50,000/yr$0/yr
Implementation feeNoneNone
Seat tiersNot published; commercial terms are negotiated per deploymentNot listed
Implementation friction4/52/5
Friction meter
Best forLarge enterprises with hundreds of data sources that need a governed catalog and trusted metadata; Data governance, risk and compliance teams preparing for AI and regulatory audits; Teams deploying AI agents that must act on governed, current, quality data; Organizations standardizing metric and critical data element definitions across BI, apps and AI; Insurers, banks and healthcare firms that must evidence lineage and controlsSecurity 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 self-serve tool live in a day; Companies without a dedicated data governance or stewardship function; Buyers who require published, self-serve list pricing before evaluating; Teams whose entire stack is a single SaaS app with no metadata sprawlVery 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
AWSNativeNot supported
SnowflakeNativeNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365NativeNative
SAPNot supportedNot supported
SlackNativeNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Listed Listed
ISO 27001 Listed Listed
GDPR Not listed Listed
HIPAA Listed Not listed
FedRAMP Not listed Not listed
ISO 42001 Not listed Listed
IAPP AIGPnamed staff Not listed Not listed
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.
Founded2012 (14 yrs)2018 (8 yrs)
HeadquartersRedwood City, USNot recorded
PhoneNot listedNot listed
EmailNot listedNot listed
Live chatNot listedNot listed
Support portal / ticketsNot listedPlan not stated
Community forumNot listedNot listed
Help centre / docsAll plansNot listed
Dedicated account managerEnterprise onlyNot listed
In person / on-siteNot listedNot listed
Support hours24/7Not recorded
Response timeStandard: P1 4 hours, P2-P4 next business day. Mission Critical: P1 1 hour, P2 2 hours.Not 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 tooling; Agentic workflows; AI searchAnomaly 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)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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