--- title: TriReason | Garmo Labs url: https://garmolabs.com/software/trireason description: Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. --- [Software](https://garmolabs.com/software) › IP-4889 AI & orchestration # TriReason Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. Commercial software Version 1.2.0 [Request evaluation](https://garmolabs.com/contact?products=software-ip-4889) Protected deliverable release · role map, not an execution capture. THE TECHNICAL ROLE ## Built around a specific job. TriReason: Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. Delivered as CLI / SDK / API. Integrate the selected version at its documented input/output boundary; retain source and configuration identity with each result. The exact callable API, dependencies and runtime environment are supplied with the controlled release; this public description is not a substitute for that release contract. 01 Hybrid Reasoning Orchestrator 02 Independent installation 03 CLI, Python SDK and server surfaces 04 Tenant, entitlement and evidence controls SOFTWARE AVAILABILITY ## Protected deliverable release Request exact-release access. [Software Studio](https://garmolabs.com/software/studio) [Qualification record ](https://garmolabs.com/qualification/software-ip-4889) [Evaluation guidance ](https://garmolabs.com/knowledge/software-evaluation) TECHNICAL OVERVIEW ## The details matter. [Download the product brief](https://garmolabs.com/static/briefs/software-ip-4889.pdf) Canonical identity IP-4889 Responsibility Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. Delivery boundary CLI / SDK / API Evidence scope Commercial software Engineering boundary Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. Deployment CLI / SDK / API; 1.2.0 Operational scope Customer-specific performance, economics and physical effects require customer data and validation. Optional PostgreSQL live integration was not executed in the recorded release. ### Before integration. TriReason: Neural/exact/stochastic candidate orchestration with budgets, provenance and proof certificates. Delivered as CLI / SDK / API. Integrate the selected version at its documented input/output boundary; retain source and configuration identity with each result. The exact callable API, dependencies and runtime environment are supplied with the controlled release; this public description is not a substitute for that release contract. - Versioned package and dependency lock - Deployment environment and access controls - Input/output schemas and integration examples - Evaluation scope, support and update policy The selected release must confirm: - Environment and dependencies - Version / build hash - API compatibility - License and support scope Unpublished values are not inferred from family names or architecture targets. [Discuss the integration](https://garmolabs.com/contact?products=software-ip-4889) [Read the integration guide ](https://garmolabs.com/developers/software-ip-4889) Commercial software ## Know the release. Know what it establishes. Our records show product-specific tests within the 280-test commercial suite, 20,000 randomized cases and HTTP/ASGI/import/install campaigns. Source-bound external exercises are documented. This is a controlled-portfolio summary, not a fresh execution of the chip qualification flow. [Explore the evidence center](https://garmolabs.com/evidence) [Qualification record](https://garmolabs.com/qualification/software-ip-4889) ### Release-specific qualification Customer-specific performance, economics and physical effects require customer data and validation. Optional PostgreSQL live integration was not executed in the recorded release. Canonical record: P2 EXECUTABLE COMMERCIAL SOFTWARE / TEST SUITE + ADVANCED CAMPAIGN + HTTP/ASGI/IMPORT/INSTALL EVIDENCE; Byte-verified SATLIB uf20-01: proof-required policy selected a satisfying result independently checked against all 91 clauses. A PATH THAT FITS THE PROJECT ## Build with TriReason. Technical scope, rights, support and release configuration are agreed before delivery. evaluation ### Evaluate the named software release Inspect the named release and establish technical fit. [Discuss this scope](https://garmolabs.com/contact?products=software-ip-4889&scope=evaluation) production ### Team or enterprise deployment Agree deployment or design rights, deliverables and support. [Discuss this scope](https://garmolabs.com/contact?products=software-ip-4889&scope=production) custom ### Workflow and API integration Define the customer-specific work and acceptance criteria. [Discuss this scope](https://garmolabs.com/contact?products=software-ip-4889&scope=custom) ## Keep exploring. AI & orchestration [## ModelNative](https://garmolabs.com/software/modelnative) Multi-phase model planning, sharding, memory fit, calibrated latency/bandwidth support, SLO and cost/energy policy. Commercial software AI & orchestration [## Autonomous Silicon Engineer](https://garmolabs.com/software/autonomous-silicon-engineer) Controlled engineering orchestrator using allowlisted actions, immutable audit records, evidence-gated state transitions and bounded repair rules. Engineering software ## Your next big idea. Let’s build it together. Start with a chip, a software release or a single IP block. [Talk to Garmo](https://garmolabs.com/contact) [Start exploring](https://garmolabs.com/developers)