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RDeepfake detection for audio, video and images, with API and meeting protection
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IBM watsonx.governance vs Sift
Pricing, features, platforms and who each one suits — side by side.
I
Choose IBM watsonx.governance if…
- you want to trial it before paying
- you work on Self-hosted
- you're in its core audience: enterprise risk and compliance teams, internal audit teams
S
Choose Sift if…
- you need an API to build on
- you're in its core audience: fraud operations teams, trust & safety managers
Side by side
Feature IBM watsonx.governance Sift
Pricing modelFree trialContact for pricing
Starting price$3500/mo—
Free plan
Free trial
API
Open source
Data retention—Kept while legitimate business need exists; then deleted or anonymized
Payment fraud screening—
PlatformsWeb, Self-hostedWeb, API
CategorySecurity & FraudSecurity & Fraud
CompanyIBM CorporationSift Science, Inc.
Based inUnited StatesUnited States
Founded19112011
Part ofBerkshire Hathaway—
Key features
I IBM watsonx.governance
- Governance graph linking AI systems, risks, controls and policies
- Shadow AI detection across the organization
- Automated policy enforcement and compliance evidence capture
- Continuous monitoring of AI systems for risk and compliance
- Model inventory, documentation and evaluation
- AI risk assessment and identification
- Regulatory and risk content library for many frameworks
- Embedded AI assistants for use case onboarding
S Sift
- Real-time payment fraud decisions
- Account takeover detection and blocking
- Fake account signup prevention
- Attack Detection Agent for anomaly alerts
- Global network data from 1T+ annual events
- Automated review routing and workflows
- Sift Score API for custom risk models
- Expert fraud strategy services
Plans and prices
From each vendor's site. Prices change — confirm before buying.
IBM watsonx.governance
TrialFree
Model ManagementStarting at $0.64
Risk & Compliance - BasicStarting at $3,500
Risk & Compliance - AdvancedStarting at $6,450
watsonx.governance on AWSStarting at $42,000
Sift
Contact for pricing. Plan details aren't published.
Strengths and limitations
IBM watsonx.governance
- 14-day free trial with included credits
- Deploys on IBM Cloud, AWS or as on-premises software
- Named a Leader in Gartner, IDC and Forrester AI governance reports
- Large library of regulatory and risk content
- Risk & Compliance plans start at $3,500 per month
- Base plans include only 1 concurrent user
- Listed prices are indicative and vary by country
- Software edition pricing is based on VPCs and not published
Sift
- Shared intelligence from a network of 700+ brands and 1T+ annual events
- Clearbox visibility into the signals and models behind decisions
- Covers the full journey from signup to post-transaction
- API with public documentation
- No public pricing; you need a demo or sales contact
- No free trial or free plan listed
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Built from each vendor's public website; we haven't tested them hands-on. Editorial policy