Sold by: Autonomic AI
Deployed on AWS
AssuredCode transforms formal specifications into production-ready software with full traceability, auditability, and reproducible outputs for regulated environments. Kiro integration via an MCP server is used. For compliance, the deterministic pipeline is far easier to validate for DO-178C, IEC 62443, FDA software guidance, and similar frameworks than stochastic generation. An integration with AWS Kiro is available via a custom MCP server.
Overview
AssuredCode - Deterministic Software Generation, Governance, and Assurance
AssuredCode is a deterministic software generation platform that transforms formal specifications into production-ready software artifacts with full traceability, auditability, and governance. AssuredCode uses no external code, neither for training nor fetching. Unlike probabilistic code assistants that may generate different outputs from identical inputs, AssuredCode produces the same result every time from the same approved specification. Every generation is reproducible, auditable, and suitable for environments where consistency and accountability matter.
Key Capabilities
Deterministic Generation Generate software from approved specifications with reproducible outputs. The same specification produces the same result, enabling repeatable builds, validation, and compliance workflows.
Specification-Driven Development Software is generated from formal grammars and specifications rather than free-form prompts. New languages and formats can be added through grammar definitions without retraining foundation models.
Governance and Auditability Every generation is accompanied by traceable artifacts including specifications, generation history, validation results, deployment receipts, and audit records.
Customer-Controlled Deployment AssuredCode can operate entirely within customer-controlled environments. No generated source code leaves the customer boundary unless explicitly configured to do so.
Enterprise Validation Integrated validation workflows support syntax checking, specification verification, dependency governance, and deployment approval processes.
Compliance For compliance, the deterministic pipeline is far easier to validate for DO-178C, IEC 62443, FDA software guidance, and similar frameworks than stochastic generation.
Kiro Integration AssuredMCP, a Kiro compliant MCP server has been built and tested so AssuredCode can be invoked from AWS Kiro.
Architecture
AssuredCode combines formal specifications, grammar-driven generation, deterministic transformation engines, and governed deployment workflows to provide a controlled alternative to traditional AI code generation. Organizations can integrate vendor-managed knowledge sources, customer-managed repositories, or internal RAG systems to provide contextual awareness while maintaining control over data access and governance policies.
AssuredCode also supports an LLM offloading scenario where the LLM serves as an analyst conversing with the engineer, then submitting specs to AssuredCode for deterministic code generation, testing, and deployment.
Performance Benchmarks
Benchmarked on IBM Cloud bare metal with energy usage measured via RAPL, the AssuredCode Validation Harness completed 879 passing tests across multiple languages (Python, C, Java) in a mean time of 34.079 seconds. Mean package energy was 6.552 kJ, with estimated incremental energy of 1.927 kJ above idle - approximately 2.19 J per passing test. Total-energy variation across five runs was only 0.71%. Energy savings versus LLM code generation are significant.
Ideal Use Cases
- Regulated software development
- Autonomous military systems
- Classified projects
- Financial services
- Healthcare systems
- Government and defense
- Enterprise integration projects
- Legacy modernization
- Controlled code generation environments
Benefits
- Reproducible results from identical specifications
- Reduced validation effort through integrated governance
- Improved software quality with formal specification enforcement
- Full auditability with traceable generation artifacts
- Reduced governance risk for compliance-sensitive organizations
- Customer-controlled deployment with no external code dependency
AssuredCode delivers a governed, deterministic approach to software generation that meets the demands of organizations requiring accountability, consistency, and compliance in their software supply chain.
Highlights
- Deterministic, Reproducible Code Generation - Unlike probabilistic AI code assistants, AssuredCode produces identical outputs from identical specifications every time. Latency tests very low. This enables repeatable builds, simplified validation, and compliance workflows suitable for regulated industries including defense, financial services, healthcare, and government. Kiro compatible
- Full Governance, Traceability, and Auditability - Every generation includes traceable artifacts such as specifications, generation history, validation results, deployment receipts, and audit records. Integrated validation workflows support syntax checking, specification verification, dependency governance, and deployment approval processes.
- Customer-Controlled Deployment with Energy Efficiency - AssuredCode operates entirely within customer-controlled environments with no generated source code leaving your boundary unless explicitly configured. Benchmarks show 879 passing tests completed in 34 seconds at approximately 2.19 J per test, delivering significant energy savings versus LLM-based code generation.
Details
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Delivery method
Deployed on AWS
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Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/12 months |
|---|---|---|
AssuredCode Team | Annual entitlement for a team deployment with standard processing capacity and support. | $30,000.00 |
AssuredCode Business | Annual entitlement with increased processing capacity, concurrency, integrations, and support. | $60,000.00 |
AssuredCode Enterprise | Annual enterprise entitlement with high-capacity processing, governance features, and premium support. | $180,000.00 |
Dimensions summary
AssuredCode offers three annual contract tiers that scale by capacity and included features. You buy each tier as units under a yearly entitlement. AssuredCode Team gives you standard processing capacity and support. AssuredCode Business adds more processing capacity, concurrency, integrations, and support. AssuredCode Enterprise provides high-capacity processing, governance features, and premium support. The tiers stack in order, so each step up raises throughput and broadens what you can do. Pick the tier that matches your team's processing volume, concurrency needs, and governance requirements.
Top-of-mind questions for buyers
Each tier is sold as an annual entitlement priced by units. A unit represents your purchased capacity allotment for that tier's deployment. The Team, Business, and Enterprise tiers differ in processing capacity per entitlement. Match your unit count to your expected code generation volume and concurrency needs.
Each tier is a separate annual entitlement. To gain more processing capacity, concurrency, integrations, or governance features, you buy the higher tier rather than adding to the current one. The tiers stack in order, so moving up raises throughput and broadens available features.
AssuredCode Business adds concurrency, integrations, and increased support over Team. AssuredCode Enterprise adds governance features and premium support on top of high-capacity processing. Governance supports auditability and traceability, giving you a direct path from specification to generated code for regulated or high-assurance work.
www.functormodel.ai
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Vendor refund policy
Customers may request a full refund within 30 days of purchase if AssuredCode does not function substantially as described and our support team is unable to resolve the issue. Refund requests submitted after 30 days will be evaluated on a case-by-case basis. Refunds are not provided for changes in customer requirements, underutilization, or failure to use the service after purchase.
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Resources
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Support
Vendor support
Technical support is provided for product access, configuration, AWS Marketplace entitlement issues, and AssuredCode product operation. Customers may contact Autonomic AI at jharby@functormodel.ai . Support requests are reviewed during normal U.S. Pacific business hours. Enterprise and separately contracted support arrangements may include additional response and integration assistance as specified in the applicable agreement.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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