Assemble

Assemble (assemble.ai) develops AI agents that carry out development and change work inside enterprise IT systems. The product is organized around three stages: scoping, in which the agent maps how a customer's existing stack operates and how a proposed change would propagate through dependent systems; running, in which changes are deployed and operated across systems from a single interface via a workbench used to assemble modules, customizations and upgrades; and verifying, in which the system generates tests the work should pass, runs them against a shadow environment to demonstrate parity, and records changes in a revertible ledger.

The platform connects to enterprise applications including Salesforce, NetSuite, MuleSoft and ServiceNow, and draws on a customer-specific knowledge base holding system preferences, policy documents and field-mapping overrides. Published use cases span integration repair (for example tracing and fixing a Salesforce-to-NetSuite order sync that drops a field, then packaging change-advisory-board-ready evidence), HRIS propagation of Workday organizational changes into NetSuite, vendor master deduplication with automatic merging of safe duplicate groups and queuing of the rest for accounts-payable review, and CRM migration from Google Sheets and Notion into HubSpot with associated companies, contacts, deals and notes.

Assemble positions a control layer beneath each agent run, consisting of blast-radius analysis that evaluates existing rules and data to assess downstream effects, system rollbacks presented as version control for business systems, and auditable traces capturing every agent action for inspection and replay.

Business model

Assemble sells software to enterprise organizations, engaging prospects through a demo request and direct contact with the founding team rather than self-serve sign-up.