Agentic AI Engineer · Enterpryze

Iyyappan
Mani

Agentic AI engineer building production AI systems for real operational work, grounded in ERP, support, and automation.

I ship systems that reach real users: production support automation, MCP servers, and agent tooling that hold up under real operational constraints.

Available for new roles ◍ Dublin, Ireland
Live in production RESOLVE runs daily for internal support teams
Customer adopted POC App MVP accepted by a customer, now in testing
8+ systems Shipped across ERP, agents & automation

Selected work

Systems that reached
real users.

A focused cut of production and customer-facing work. Details are kept high level by design. Happy to walk through the depth in conversation.

RESOLVE formerly NORA Live in production

AI support-operations system that reads incoming email, decides the right service-desk action, and executes it after human approval. Live and used daily by internal support teams.

Node.jsAWS LLMPostgresMicrosoft GraphERP API
POC App In customer testing

Warehouse proof-of-collection app for SAP Business One supplier returns, with digital courier signatures, signed PDFs, and SAP writeback. MVP accepted by a customer, now in active development.

SAP B1 Service LayerTypeScriptFastifySQL ServerPDFKit
Watch demo →
Enterpryze MCP Public demo

Hosted MCP server that lets AI clients work with Enterpryze sales-order data safely, with read and analysis tools, a guarded create flow, and bearer-protected access.

MCPTypeScriptFastifyCloudflare Tunnel
World Cup Sweepstake Shipped to real users

Office sweepstake app for the 2026 FIFA World Cup. 33 colleagues registered with their work email, drew a team through an AI-scripted dramatic reveal, and watched every draw land on a shared live reveal board.

ReactViteExpressSQLiteLLMfootball-data.org API
View code →

How I work

Grounded in systems.
Built to ship.

My background is in SAP Business One, business systems, and data workflows. I spent years turning operational needs into working solutions. That taught me to think in systems, not features: how processes break, where teams get blocked, and what software has to do once it leaves the whiteboard.

Now I build agentic AI systems that live in that same operational reality, where product thinking, technical depth, and practical automation meet.

Human judgment, direction and taste, strengthened by AI.

01

Policy before autonomy

AI proposes; deterministic code and human approval own the decisions that matter.

02

Ship into reality

Real integrations, real users, real constraints. Auditability and control over cleverness.

03

Value lives in the handoffs

Between email and ERP, recommendation and execution, automation and human judgment.

Agent Infrastructure/MCP Servers/AI Operations Systems/RAG + Knowledge Systems/SAP · ERP Automation/LLM Integration/Workflow Apps/Agent Infrastructure/MCP Servers/AI Operations Systems/RAG + Knowledge Systems/SAP · ERP Automation/LLM Integration/Workflow Apps/

Experience

The path here.

Enterpryze

Agentic AI Engineer

Building production AI systems and agent tooling for ERP and operational workflows, including MCP servers, support automation, and applied LLM integration.

May 2026 — Now

Milner Browne

SAP Business One Consultant

SAP B1 implementations, reporting systems, and data workflow solutions across ERP, MongoDB, and analytics environments.

2018 — 2026

Groupon

Customer Support Representative

Foundations in troubleshooting, communication, and customer-facing problem solving in a high-volume support environment.

2014 — 2016

SAP Certified Application Associate

Certification

2025

Contact

Open to the right conversation.

If you are hiring for agentic AI, AI systems, or technical product roles, I would be glad to connect.