Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value6–8 weeks (~45d)2–4 weeks (~30d)
Typical annual TCO$150,000/yr$0/yr
Starting price$50,000/yr$0/yr
Implementation feeNoneNone
Seat tiersNo published seat tiers; enterprise-wide deployment scoped per customerEnterprise-wide agreements; no published seat tiers
Implementation friction4/52/5
Friction meter
Best forBanks, credit unions and fintechs that need real-time fraud and AML/BSA decisioning at high transaction volumes; Risk teams replacing rules-only engines with adaptive machine learning and cross-entity intelligence; Payments and ecommerce platforms fighting account takeover, card, check and promotion abuse; Enterprises running 24/7 fraud operations that want dedicated technical account managersEnterprise 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 businesses or teams without data engineering resources to feed a real-time decisioning platform; Buyers wanting a self-serve, published-price product they can trial without a sales process; Non-financial verticals whose core need is billing, scheduling or operations software rather than fraud defence; Companies looking for a general-purpose ML platform instead of fraud- and AML-specific workflowsSmall 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
AWSNot supportedNot 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 Not 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 listedNot yet recorded
EmailNot listedNot yet recorded
Live chatNot listedNot yet recorded
Support portal / ticketsPlan not statedNot yet recorded
Community forumNot listedNot yet recorded
Help centre / docsNot listedNot yet recorded
Dedicated account managerPlan not statedNot yet recorded
In person / on-siteNot listedNot yet recorded
Support hours24/7Not yet recorded
Response timeNot statedNot 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; Predictive analytics; Anomaly detectionAgentic workflows
Built around AI?AI-nativeAI-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
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
Looking for more options? Browse all 2370 solutions.