Every DataTether post about enterprise.
MCP isn't just tools anymore. MCP UI lets an AI assistant render real tables, charts, and KPI cards inside the chat — and you can ship them from your ERP data by dragging widgets, not writing a frontend.
complianceThe moment AI writes to a system of record, it enters audit scope. Most AI pilots have no answer to the change-accountability question. Here is what a defensible one looks like.
sapJoule is real — for the SAP stack it was built for. If you run ECC or on-premise S/4HANA, or your company standardised on Claude or ChatGPT, here is where the gap is and what your options are.
securityAll-or-nothing access is why AI-to-ERP projects either stall in read-only purgatory or terrify compliance. The working model splits the problem: reads flow freely, writes wait for a named human.
sapTwo board-level pressures — the ECC maintenance deadline and the AI mandate — are usually treated as one sequenced project: migrate first, AI after. That sequencing quietly costs years.
adoptionThe demo dazzles. Then the project stalls for months. Here is where enterprise AI pilots actually die, and the four stages that get one past it.
enterpriseMCP brings real capability, but integrating it into production is not plug-and-play. The challenges worth planning for — and the value of having each one handled for you.
