Build, Run, Deploy
Enterprise Systems.

Assemble builds AI Solutions Engineer that integrates, migrates, and operates the systems your business runs on. Supercharge your IT team.

Get Started See it run

Integrates with your

How it works

Assemble your IT Stack.

Walk through each stage of the workflow — scope the blast radius, assemble the change, and verify before anything ships.

Scope.

Understand how your stack currently operates and how a proposed change would ripple through every dependent system.

Build.

Use the workbench to assemble the modules, customizations, or migrations the change requires. Composable, reviewable, and reversible — every step.

Verify.

Validate the work by generating the tests it should pass. Run them against a shadow, prove parity, and ship only what survives.

Use cases

Built for the work IT actually does.

View some example runs to see the potential of Assemble.

Integration

Salesforce → NetSuite order sync repair

When a Salesforce opportunity closes but NetSuite drops a field on the floor, trace the failure end-to-end, scope the blast radius, fix in sandbox, and package CAB-ready change evidence.

HRIS propagation

Propagate Workday org change

When Workday creates a new org, tribal knowledge says: stage every NetSuite change ahead of time, then ship a CAB-ready change request.

Data quality

Vendor master deduplication

Find duplicate vendor groups, auto-merge the safe ones, queue the rest for AP review. Spend totals reconcile to the dollar.

Trust & security

The control layer under every agent run.

Assemble agents earn production access by planning first, proving the change is safe, and leaving an audit trail your team can inspect.

Pre-compute every change

Runs simulate against a shadow of your data before anything reaches production.

Scope the blast radius

Each run tabulates records, consumers, permissions, and downstream effects first.

Snapshot and roll back

Point-in-time snapshots and reversible traces give teams a clear recovery path.

Validate before merge

Contract checks and invariants gate every output so bad work fails closed.

Demo

Learn more

Getting AI to work for your business shouldn't take months or disrupt your workflows. Our team handles everything — from understanding your specific needs to integrations that ensure everything is running in days. Book a demo to see how you can supercharge your IT Stack.

Reach out to us at founders@standardinteraction.com to learn more.