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Counterfactual Reasoning
Sold by MobiusWhat-if simulation, causal branching, and regret analysis reasoning and structural cognition RAM for decision support and future interventions.
Highlights
AI-Generated by Acme AISimulates alternative histories and future interventions for decision support and policy evaluation.
Provides causal effect estimates and recommended interventions with confidence bounds, enabling data-driven decision-making under uncertainty.
Applies model validity, explainability, and safeguards against spurious causal claims to maintain reasoning consistency.
Exposes simulation engines, analytics stacks, decision dashboards, and policy evaluation frameworks for seamless integration.
Details & Specs
Product Info
Counterfactual Reasoning is a Cognitive RAM focused on building causal models to simulate alternative histories and future interventions for decision support. It provides the structural and reasoning substrate used to form correct plans, reliable boundaries, and decision-ready abstractions before execution. It consumes causal graphs, historical data, interventions, and uncertainty assumptions and produces counterfactual scenarios, causal effect estimates, and recommended interventions with confidence bounds, acting as a bridge between epistemic goal formation and logical orchestration.
Core Capabilities .
Counterfactual Reasoning offers a suite of critical capabilities for informed decision-making under uncertainty.
Builds and refines complex causal relationships among variables to identify confounders, understand dependencies, and estimate treatment effects.
Simulates alternative scenarios for policy and operational decisions, providing insights into potential outcomes under different conditions.
Examines how sensitive results are to assumptions about uncertainty, ensuring robustness and reliability in decision support.
Builds complex causal relationships among variables to identify confounders, understand dependencies, and estimate treatment effects.
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Simulates alternative scenarios for policy and operational decisions, providing insights into potential outcomes under different conditions.
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Calculates the expected impact of interventions on causal variables, enabling data-driven decision-making under uncertainty and change.
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Examines how sensitive results are to assumptions about uncertainty, ensuring robustness and reliability in decision support.
Pricing plan
Every plan includes 30 day free trial. Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Starter
TRIALStarter plan for Counterfactual Reasoning
Key features
- ✓ PaaS Fee: $ 38.33
- ✓ SaaS Fee: $ 45.14
- ✓ API Limit: 3000 calls
- ✓ Data Volume: 70 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Professional
SILVERProfessional plan for Counterfactual Reasoning
Key features
- ✓ PaaS Fee: $ 62.03
- ✓ SaaS Fee: $ 60.32
- ✓ API Limit: 27000 calls
- ✓ Data Volume: 280 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Business
GOLDBusiness plan for Counterfactual Reasoning
Key features
- ✓ PaaS Fee: $ 99.45
- ✓ SaaS Fee: $ 102.11
- ✓ API Limit: 140000 calls
- ✓ Data Volume: 1320 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Enterprise
PLATINUMEnterprise plan for Counterfactual Reasoning
Key features
- ✓ PaaS Fee: $ 150.26
- ✓ SaaS Fee: $ 179.96
- ✓ API Limit: 449000 calls
- ✓ Data Volume: 4640 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Legal
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled at any time. Additional infrastructure cost may apply.
Vendor terms & condition
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA)
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Vendor Refund policy
We do not support refunds once the subscription begins unless otherwise required by applicable law.
Support
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time. Additional infrastructure cost may apply.
Vendor support
For any questions or queries regarding the usage of Falcon please refer to our tailored documentation with detailed examples to help you get started. If you still feel stuck please contact us at support@duality.ai with Falcon Your Subject in the email title. Our support team aims to respond within one business day. Expect a reply to the email address you used to send the query. If you are keen on a support call or on-demand training please use the support email ID.
Mobius support
Mobius Support is a fast-response support channel. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Marketplace.
Reviews
Vendor Details
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Mobius is the world's first fully composable intelligence ecosystem - enabling agents to learn, simulate, mutate, and evolve across enterprises and industries. With support for symbolic AI, token economics, and zero-friction governance, Mobius transforms how digital capabilities are built, managed, & monetized.
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