AGx: AI ERP for SYSPRO Manufacturers

Bringing Governed AI ERP to SYSPRO Manufacturing

Artificial intelligence has enormous potential within ERP environments, but it must be introduced responsibly.

AGx (AI-Generated Experience) is a connector, not an application. It is an MCP gateway that plugs into the AI assistant your business is already using, whether that is Claude or whichever LLM your organisation has standardised on, and gives that assistant a governed route to SYSPRO data.

That is the whole of it. There is no separate AGx interface to learn, no new AI platform to buy and no data warehouse to stand up first. The conversation happens where your people already work, and the answers come out of SYSPRO.

AGx is in production and ready to use, with Lancea Konsult's specialists guiding the rollout.

Conversational Interaction with Real ERP Intelligence

AGx allows users to retrieve SYSPRO data through natural language queries. Instead of navigating multiple reports or complex menus, users can ask questions such as:

• •Give me a quick overview of this customer.
• •What products are they buying the most?
• •Are there any unusual purchasing trends this month?

From Insight to Action, Under Operator Rights

AGx can do more than answer. Where the operator is permitted to do something in SYSPRO, AGx can do it on their behalf, and that sentence contains the entire guardrail. AGx inherits the operator's rights. It cannot reach data that operator cannot reach, and it cannot execute anything that operator is not authorised to execute.

There is no separate AGx permission model to design, review or maintain, because AGx does not have one. SYSPRO's is the only one in play. That is why AGx belongs in a conversation about explainable AI rather than a conversation about chatbots: the boundary is one a SYSPRO administrator already understands, because they already administer it.

AGx has no workflow layer of its own. Every AGx action is a direct exchange between the AI assistant and SYSPRO. Designed, multi-step business processes with approvals, routing and escalations belong to SYSPRO Torque and to Tempo Action Dashboards.

How We Recommend Using AGx

The immediate, plug-and-play value of AGx is in talking to your data: analysis, feedback, and a straight answer on where to focus next. That is the lowest-risk thing AGx does and the fastest paying, and it is where we would start with anyone who does not yet know what AI could do with their own data.

For execution, our recommendation is to work in a Test or Dev environment. Not because AGx is unsafe in production, since operator rights apply either way, but because executing against Test is how you design and prove a process before it carries real transactions. That is the same discipline any ERP change already goes through.

Agentic AI for ERP, Governed and Explainable

The market calls this agentic AI: AI agents that do not stop at a recommendation, but act on it. AGx brings that capability to SYSPRO on controlled terms, and it does so without a permission model of its own. An AGx action happens only where the asking operator is already permitted to perform it.

That is what makes AGx explainable AI rather than a black box. Your data does not move. Questions are resolved against SYSPRO itself, through SYSPRO's own understanding of how your entities, business objects and processes relate to each other, and under the asking operator's own rights, so what the AI did, and why it was allowed to, stays visible and controlled.

Built on the Model Context Protocol (MCP)

AGx is an MCP server that Lancea Konsult has built specifically for SYSPRO ERP environments. The Model Context Protocol is the open standard AI assistants use to connect to business systems, and AGx uses it to expose a conversational AI interface directly against SYSPRO data rather than copying that data into an external tool.

Because the connection is standards-based, AGx can work with the AI platform your organisation already trusts, and Lancea Konsult recommends pairing it with a business or enterprise AI subscription.

Built Specifically for SYSPRO ERP Environments

AGx is designed around the architecture and logic of SYSPRO. It understands the relationships between data entities, business objects, and system processes, ensuring AI responses remain aligned with the operational structure of the ERP system.

AGx does not copy your data into an external tool to make it answerable. The AI assistant stays where your people already work, and the questions are resolved against SYSPRO itself, which protects data integrity and process governance. For organisations evaluating AI integration with ERP systems, Lancea Konsult strongly recommends the use of business or enterprise AI subscriptions rather than free-tier models, which typically include the formal data privacy commitments, security controls, and data usage policies required for responsible handling of operational and financial information.

Putting AI to Work in Your ERP

AGx is live in SYSPRO environments now. It gives ERP users a governed way to get answers and take action faster, without compromising the controls the business depends on.

Through guided implementations, Lancea Konsult works alongside clients to:

• •Identify meaningful AI use cases
• •Deploy AGx against real operational scenarios
• •Understand governance implications
• •Roll out AI adoption responsibly across teams

Designed for Measurable Outcomes

AGx is available now through a guided implementation. Organisations get AI interaction with their SYSPRO environment up and running, working alongside Lancea Konsult's ERP and engineering specialists.

The goal is measurable operational value, not experimentation. AGx is applied where AI adds real value, with governance, process structure, and human judgment kept firmly in place.