Alloy Platform

Machine Intelligence for Enterprise Interoperability

Alloy uses machine intelligence to set up and maintain interoperability across EDI, APIs, ERPs, and partner systems.

Alloy is capable of reasoning across all the artifacts used when setting up connections, including implementation guides, standards, internal data models, and the data that flows through connections. Through this reasoning, we can dramatically speed up connectivity workflows like trading partner onboarding.

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Enterprise interoperability is still largely manual

Despite advancements in integration software, most interoperability work still depends on humans to manually:

Interpret documents like implementation guides and API documentation

Build field-to-field mappings

Define transformations

Test and debug connections

Maintain integrations as specifications evolve

Fix connections when they break

This creates:

Slow onboarding

Brittle connections

Expensive services work (and re-work)

Recurring operational overhead

Alloy replaces much of this manual work with machine intelligence that understands enterprise data semantics and integration constraints.

Alloy reasons across interoperability artifacts

Alloy ingests and reasons across:

Human-readable documents, like X12 implementation guides or API documentation

Raw data, like XML payloads or EDI messages

Internal data models, like ERP or CRM data models

Historical integrations, like past mappings and custom business logic

Using this context, Alloy can carry out the full trading partner onboarding workflow in EDI/API settings:

Interpret trading partner implementation guides/specifications

Generate mappings into internal data models

Flag issues in raw EDI data against implementation guides or the standard library

Generate transformation logic

Generate test outputs

Flag uncertain mappings for human review

Trading partner onboarding, accelerated by machine intelligence

Alloy’s first production deployment focused on one of the most operationally expensive interoperability workflows: onboarding trading partners for EDI and API integrations.

In production with one of the three largest EDI/API/B2B integration companies, Alloy reduced onboarding mapping time by 74.5%.

Work that previously required nearly a full week can now often be completed in roughly a day and a half.

Architecture and deployment

Alloy’s frontend is built on top of services and engines. Capabilities can be exposed through APIs for tasks like implementation guide interpretation and mapping.

This means Alloy can be deployed in your system in multiple ways:

Stand-alone AI-assisted onboarding tooling

Embedded engine inside existing workflows and tools

Interoperability layer via APIs

The platform integrates with existing systems including:

IBM Sterling B2B Integrator

Cleo

Boomi

Custom translators

ERP integration environments

Internal onboarding pipelines

Alloy is designed to complement—not replace—existing tools and infrastructure.

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