Assemble

AI for Enterprise IT

Assemble is building agents that perform development work inside core enterprise systems like ERP, CRM, and HRIS, helping IT teams scope dependencies, build logic, and validate changes across the stack. The product targets the operators who keep systems like Salesforce, NetSuite, Workday, ServiceNow, SAP, Oracle, and HubSpot in sync, work that today involves tracing brittle integrations, staging modifications, and shepherding change requests through review. Assemble puts that end-to-end workflow on one surface so a change proposed in one system can be traced through every downstream dependency before it ships. The platform is organized around three phases. Scope helps teams understand how their stack currently operates and how a proposed change would ripple through every dependent system, Run deploys and operates changes across systems from a single interface with a workbench for assembling modules, customizations, or upgrades, and Verify validates the work by generating tests, running them against a shadow environment, and keeping every change in a ledger that can be reverted. Concrete use cases published by the company include repairing broken Salesforce to NetSuite order sync, propagating a new Workday org into NetSuite, deduplicating vendor masters in Oracle, and migrating pipeline data from Google Sheets and Notion into HubSpot. The launch matters now because most large IT organizations are trying to figure out where agents fit into systems of record where mistakes are expensive and audit trails are mandatory. Assemble leans into that concern with a control layer that scopes the blast radius of each run against existing rules and data, treats system rollbacks as a first-class primitive, and captures every agent action in a trace the team can inspect and replay. For IT leaders evaluating where to let agents touch production configurations, that framing, closer to a code review and CAB workflow than a chat interface, is the pitch worth paying attention to.

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