Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value~4 weeks to first governed AI systems (~30d)2–4 weeks (~30d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersNot listedEnterprise-wide agreements; no published seat tiers
Implementation friction4/52/5
Friction meter
Best forEnterprises deploying AI, LLMs and agents at scale that need one current inventory, continuous risk testing and audit-ready compliance evidence.; Security, legal and compliance teams facing EU AI Act, NIST AI RMF, NYC bias audit or ISO/IEC 42001 obligations.; Organizations that need to discover shadow AI across cloud, code repositories and SaaS before auditors or regulators do.; Teams that want policy enforcement, deployment gates and human oversight wired in rather than tracked in spreadsheets.Enterprise 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 forSmall companies with little or no AI in production and no governance or compliance mandate.; Buyers who want self-serve, publicly priced software they can trial and buy without a sales cycle.; Teams that want to build or train models; Holistic AI governs AI, it does not build it.; Organizations unwilling to complete an enterprise security review and mutual NDA to obtain audit reports.Small 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
AWSIntegrationNot supported
SnowflakeIntegrationNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365IntegrationNot supported
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Listed Listed
ISO 27001 Listed Not listed
GDPR 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)
HeadquartersSan Francisco, USNot 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 featuresAgentic workflows; AI governance tooling; Anomaly detection; Copilot / assistantAgentic workflows
Built around AI?AI added to an existing productAI-native
Trains on your dataNever trains on your dataNot 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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