Trelium Insights
Ideas that move enterprise AI forward
Perspectives on AI agents, automation design, and building for the enterprise from the team at Trelium.

The Sales Order That Was Almost Ready
A sales order can look ready while art, stock, decoration, pricing, dates, or payment terms are still unresolved. Here is what a real promo readiness review actually checks.


Why Workflow Alerting Matters More Than Workflow Accuracy
Workflow accuracy gets the attention. Silent failures cause the damage. Here is why alerting, pausing, and clear human handoffs matter more than a headline accuracy number.


How Do I Automate SAP Business One Order Entry, Invoice Matching, and AR With AI?
SAP Business One stays the system of record while Trelium handles the repetitive work around it, from order entry and invoice matching to receivables follow-up and financial reporting.


The Math Behind AI Usage Limits (and Why It Should Worry Your Business)
ChatGPT and Claude keep tightening what a paying subscriber can actually do. The usage limits showing up across every tier aren't a bug, they're what happens when a subsidized product meets real usage. Here's the math, and what it means for a business that depends on it.


How Do I Automate NetSuite Order Entry and Accounts Receivable With AI?
NetSuite stays the system of record while Trelium handles the repetitive work around it, from order entry and invoice vouching to receivables follow-up and finance reporting.


How Do I Measure the Cost and ROI of AI Workflows?
Trelium shows how many credits each workflow consumes every time it runs, so you can compare AI usage against the actual work completed and understand where AI is creating value across your organization.

