Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value4–8 weeks (~45d)2–4 weeks (~30d)
Typical annual TCO$150,000/yr$0/yr
Starting price$50,000/yr$0/yr
Implementation feeNoneNone
Seat tiersNot published; scoped to environments and AI assets rather than seatsEnterprise-wide agreements; no published seat tiers
Implementation friction3/52/5
Friction meter
Best forSecurity teams that need visibility into unsanctioned AI models and applications across the enterprise; CISOs defending agentic, generative, and predictive AI in production at large, regulated organizations; MLOps and AppSec teams wanting model scanning and attack simulation wired into CI/CD pipelines; US federal agencies and financial services firms with formal AI risk and governance obligationsEnterprise SOCs with high alert volume across identity, cloud and EDR telemetry; Security leaders who want tier-1 triage, enrichment and investigation run by AI agents; Buyers who prefer an outcome-based service over another console to operate; Organisations that need faster investigation throughput without hiring more analysts
Not forOrganizations with no AI or ML systems deployed and no near-term AI plans; Teams looking for a general-purpose SIEM, EDR, or traditional application security suite; Buyers who require published list pricing or a self-serve free tier; Small companies without dedicated security staff to run an enterprise platformSmall teams with no dedicated security operations function; Buyers requiring publicly listed pricing before evaluation; Organisations that must keep all security data on-premises (no such deployment is documented)
Stack fit matrix
SalesforceNot supportedNot supported
AWSNativeNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedNot supported
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Listed Listed
ISO 27001 Not listed Not listed
GDPR Not listed Not listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
CMMC Not listed Not listed
ISO 42001 Not listed Not 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.
FoundedNot recorded2024 (2 yrs)
HeadquartersNot recordedNot recorded
PhoneNot yet recordedNot yet recorded
EmailNot yet recordedNot yet recorded
Live chatNot yet recordedNot yet recorded
Support portal / ticketsNot yet recordedNot yet recorded
Community forumNot yet recordedNot yet recorded
Help centre / docsNot yet recordedNot yet recorded
Dedicated account managerNot yet recordedNot yet recorded
In person / on-siteNot yet recordedNot yet recorded
Support hoursNot yet recordedNot yet recorded
Response timeNot yet recordedNot yet recorded
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 featuresNot yet recordedAgentic 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)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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