--- title: SpinForge Discovery Core: Shared Discovery Engine | SpinForge url: https://spin-forge.com/discovery/core description: The shared computational engine behind AMDE and SpinForge Bio. --- Discovery SPINFORGE / A GARMO LABS COMPANY # SpinForge Discovery Core The shared computational engine behind AMDE and SpinForge Bio. [Explore the family](https://spin-forge.com/discovery) [Talk about your workload](https://spin-forge.com/contact) Customer outcome [Design and discover](https://spin-forge.com/platform/discovery-design) THE PRODUCT, IN PRACTICE ## One discovery engine. Two distinct applications. Discovery Core is a named engine, not a hidden implementation detail or another alias for Recursive Engine. It powers AMDE and SpinForge Bio. Customers can understand the shared foundation while buying the application outcome appropriate to scoring or binder design. BUILT FOR Discovery-platform teams and buyers evaluating AMDE or SpinForge Bio. CHALLENGES PRODUCT RESPONSE ## The problem you face. What the product changes. YOUR CHALLENGE WITH SPINFORGE DISCOVERY CORE 01 ### Applications can appear unrelated Separate scientific products can hide their common computational foundation. Discovery Core is explicitly identified as the engine behind AMDE and SpinForge Bio. 02 ### The outcome matters more than the engine name A buyer may need scoring or candidate design rather than a broad engine agreement. Use the appropriate application while retaining the shared-core relationship in the scope. 03 ### Shared technology does not equal shared validation A benchmark in one application cannot establish a result in another domain. Evaluate AMDE scoring and Bio candidate design against their own requirements. WHAT YOU GET ## A defined capability. A useful result. 01 ### Shared engine identity The computational foundation explicitly named for AMDE and Bio. 02 ### AMDE relationship AMDE uses Discovery Core for its discovery application. 03 ### Bio relationship SpinForge Bio uses Discovery Core for binder design. 04 ### Defined licensing scope Application and standalone engine rights are specified without charging twice for an included dependency. OWNER-CONFIRMED DEPENDENCY ## A shared engine. Distinct discovery outcomes. [SHARED ENGINE SpinForge Discovery Core](https://spin-forge.com/discovery/core) [APPLICATION / AMDE Physics-grounded scoring AMDE is part of the single AMDE + ALCHEMI synthesis entry.](https://spin-forge.com/synthesis/amde-alchemi) [APPLICATION / SPINFORGE BIO Protein binder design The separately named candidate-design application.](https://spin-forge.com/discovery/bio) Bench has no asserted Discovery Core dependency. Recursive Engine is the synthesis meta-system, not another name for this engine. EXAMPLE CUSTOMER WORKFLOW ## Choose a discovery application A buyer needs a scientific output and wants to understand its underlying technology. Illustrative customer use—not a new benchmark or completed customer deployment. 1. 01 Identify whether the task is candidate design, scoring or another admitted engine use. 2. 02 Select the application or explicitly scoped engine agreement. 3. 03 Evaluate the application result in its own domain. FIT & ACCEPTANCE ## Start with the task. Agree the useful outcome. What you bring The discovery task, selected application, input expectations and deployment requirements. What a useful evaluation measures - + Fit to the application task - + Consistency of the shared-engine integration - + Application-specific acceptance Delivery License the selected capability, commission an implementation, or agree an operated service. Infrastructure and additional engineering are specified separately. QUESTIONS BEFORE BUYING ## A clear scope. A clear relationship. **What is the important boundary? − **The supplied clarification establishes dependencies on AMDE and SpinForge Bio. It does not establish a Bench dependency or a separate ALCHEMI engine link. A shared computational engine does not establish experimental biological validation. **How is it priced? + **No new standalone price is supplied for this product; request a scoped proposal. The platform plans buy qualified workflows and capacity, not a second charge every time a compatible method is selected. Existing bundle inclusions do not expand automatically. **How do we get access? + **An existing product in the SpinForge portfolio. Request the release, available invocation interfaces and setup for your selected workflow; this publication does not invent executable commands or MCP tool names. PUT THE PRODUCT TO WORK ## Tell us what needs to improve. Bring a task, an accepted outcome and the environment in which the product needs to work. [Discuss this workflow ](https://spin-forge.com/contact?product=discovery%2Fcore&brief=Product%3A+SpinForge+Discovery+Core%0AOur+challenge%3A%0AOur+workload%2Finput%3A%0AExpected+result%3A%0AAcceptance%3A+Fit+to+the+application+task%3B+Consistency+of+the+shared-engine+integration%3B+Application-specific+acceptance%0AEnvironment+and+delivery+preference%3A%0A) PRODUCT RELATIONSHIPS ## Related, not interchangeable. [Synthesis ### AMDE + ALCHEMI Physics-grounded drug-discovery scoring through GPU molecular dynamics.](https://spin-forge.com/synthesis/amde-alchemi) [Discovery ### SpinForge Bio Protein binder design producing a ranked candidate panel for downstream synthesis and evaluation.](https://spin-forge.com/discovery/bio) [Synthesis ### Recursive Engine The synthesis meta-system through which its eleven products improve one another.](https://spin-forge.com/synthesis/recursive-engine) ONE PLATFORM ## Choose a qualified workflow. Select the capability you need directly or include its compatible role in a qualified platform workflow. Production scope identifies release, environment, capacity and support; a product count is not an entitlement. [Explore monthly plans](https://spin-forge.com/plans) [See the system connections](https://spin-forge.com/system-synergies/product-map) START WITH THIS PRODUCT Use the software directly or ask us to scope the implementation. [Software access](https://spin-forge.com/plans?product=discovery/core) [Have us do the work](https://spin-forge.com/contact?product=discovery/core&delivery=engineering)