Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value~4–6 weeks with engineering support (~30d)Under 2 weeks (~14d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersNot publishedNot listed
Implementation friction3/52/5
Friction meter
Best forDigital businesses with high volumes of signups, logins and payments needing real-time fraud decisions; Trust & Safety and fraud teams that want clearbox control over models, signals and workflows; Marketplaces, fintechs and e-commerce platforms fighting payment fraud, account takeover, account abuse and promo abuse; Teams with developer resources to integrate REST APIs, JavaScript snippets or iOS/Android SDKsSecurity 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 forBuyers wanting a no-engineering, fully self-serve fraud tool; Companies that require published, self-serve pricing before evaluating; Low-volume businesses where manual review is cheaper than a platform; Teams looking for a general-purpose AI analytics suite rather than fraud preventionVery 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
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365Not supportedNative
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Not listed Listed
ISO 27001 Not listed Listed
GDPR Not listed Listed
HIPAA Not 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.
Founded2011 (15 yrs)2018 (8 yrs)
HeadquartersNot recordedNot recorded
PhoneNot listedNot listed
EmailPlan not statedNot listed
Live chatNot listedNot listed
Support portal / ticketsPlan not statedPlan not stated
Community forumNot listedNot listed
Help centre / docsPlan not statedNot listed
Dedicated account managerNot listedNot listed
In person / on-siteNot listedNot listed
Support hoursNot recordedNot recorded
Response timeNot statedNot 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 featuresPredictive analyticsAnomaly detection; Predictive analytics; Agentic 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
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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