Imandra Reasoning as a Service

Imandra Reasoning as a Service® is a cloud-based platform that brings rigorous automated logical reasoning to modern AI systems. Built on advances in formal verification, neurosymbolic AI, and scalable reasoning, it enables developers to integrate robust, auditable reasoning into LLMs, agents, and applications. The platform is used across research, enterprise, and government contexts to improve transparency, correctness, and safety in AI-driven workflows.

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Key Capabilities

• Automated reasoning powered by formal methods and neurosymbolic integration
• - Seamless APIs and a Python library to embed reasoners in applications
• - Formally verifiable logic with SMT integration, induction, and counterexample generation
• - Scalable reasoning suitable for complex systems and large datasets
• - Auditable and transparent decision processes for governance and compliance
• - Support for various domains: finance, government, defense, systems engineering, and more
• - Rich tooling for verification, testing, and system integration
• - Continuous updates and a growing ecosystem (Imandra Universe, CodeLogician, Core, Markets, Connectivity)

Overview

Imandra provides a unified platform to embed rigorous logical reasoning into modern AI stacks. Its tools enable developers to design, verify, and reason about AI agents, digital twins, and decision-making systems with formal guarantees. By combining automated reasoning with practical integration options (APIs and Python), Imandra supports trustworthy AI across sectors such as financial services, government, and autonomous systems.

Core Components

• Imandra Universe: Framework to build and deploy neurosymbolic AI agents with reasoning capabilities.
• Imandra Core: Core automated reasoning engine for formal verification and proof automation.
• Imandra Markets / Connectivity: Domain-specific capabilities for financial services and system integrations.
• Imandra SysML / MBSD / MBSE: Model-based systems engineering tools for rigorous system design and verification.
• CodeLogician: A groundbreaking neurosymbolic AI agent for mathematical code reasoning.

How It Works

1. Define the system, models, and properties you want to verify or reason about (using the Imandra DSL and logic foundations).
2. Use the Python library and Reasoning as a Service APIs to deploy reasoning tasks within your AI applications or agents.
3. Run automated proofs, counterexamples, and induction proofs to validate behavior, correctness, and safety.
4. Integrate results into your workflows with auditable traces and scalable execution.

Use Cases

• Formal verification and reliability assurance of AI systems and autonomous agents
• Transparent governance and oversight for AI-driven decision processes
• Model-based software development (MBSD/MBSE) for complex systems
• Systems engineering and validation for critical infrastructure
• Financial services: proof automation, risk assessment, and compliance tooling
• Government and defense applications requiring rigorous reasoning and safety guarantees

Safety and Compliance

• Emphasis on auditable proofs and transparent reasoning trails
• Supports rigorous verification workflows for high-assurance applications
• Designed to help meet regulatory and governance requirements for AI systems

Getting Started

• Explore Imandra Universe and Core to begin building reasoning-enabled AI applications
• Leverage the Python library and REST APIs to integrate reasoners into your stack
• Access formal verification capabilities, induction, SMT integration, and counterexample generation

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Core Features

• Automated reasoning powered by formal verification and neurosymbolic AI
• Easy integration via Python library and Reasoning as a Service APIs
• Proof automation, SMT, induction, and computable counterexamples
• Scalable, auditable reasoning suitable for enterprise and government use
• Trusted AI capabilities with robust governance and transparency tooling
• Industry-specific solutions for Finance, Government & Defense, MBSD, SysML, and more
• Rich ecosystem: Imandra Universe, CodeLogician, Imandra Core, Imandra Markets, Imandra Connectivity