ERP and finance
Orders, invoices, vendors and items for agents that check and update records.
Tell us the models and the users. We return a configuration sheet and a quote.
Spec a system →Model serving, access control and monitoring on hardware you own.
See the platform →
Thirty minutes with an engineer: your workflow, your data, and whether custom AI fits.
Book a scoping call →
We connect custom AI to the systems your business runs on (ERP, CRM, document management, ticketing, data warehouses and plant systems), reading what it needs, writing back where it should, and logging every exchange.
An AI system that can't read your records or write a result into them becomes another tab people forget to open. Integration is usually most of the engineering in a useful build, and it is where security reviews concentrate.
We build on cstmAI™ Connect where a connector exists and write new ones where it doesn't, with scoped service accounts, read-only defaults and audit logging through cstmAI Govern. Every integration is documented so your team can maintain it.
| Systems | ERP, CRM, document management, ticketing, email, warehouses, databases |
|---|---|
| Plant systems | Read-only through gateways your OT team approves |
| Patterns | APIs, event streams, scheduled sync, database views, file drops |
| Security | Scoped service accounts, read-only by default, every call logged |
| Deliverables | Connector code, data maps and runbooks |
Orders, invoices, vendors and items for agents that check and update records.
Accounts, cases and history, so answers carry customer context.
Document management and file shares, indexed for search.
Governed access to structured data for analysis questions.
Single sign-on and group membership for every AI tool.
Read-only data from operational systems through approved gateways.

Systems, objects, owners and the access each use case needs.
Data maps, access scopes and failure handling, reviewed with your admins.
Against non-production copies first, then production with monitoring.
Code, documentation and runbooks to your team.
No. We work with service accounts your administrators create, scoped to the objects a workflow needs, and we document every permission we ask for.
Usually, through an API, database views, file drops or an integration platform you already run. We assess each system in discovery.
Your team, with our documentation and runbooks, or us under managed operations.
Tell us the models you want to run, how many people will use them and where the hardware should live. An engineer replies with a first configuration and the questions that decide the quote.