Agentic AI project

AI Operations Assistant

An intelligent operations layer where specialized agents coordinate enterprise knowledge, APIs and workflow tools.

AI AgentsAPIsOpenAIPythonn8n

CASE STUDY / Agentic AIFM

Overview

A multi-agent workspace that retrieves knowledge, calls tools and escalates decisions to people.

Challenge

Teams spent too much time finding context and coordinating repetitive operational actions.

Solution

Grounded agents retrieve approved knowledge, call controlled tools and request human approval before consequential actions.

My role

Agent architecture, tool design and orchestration engineering.

Technical architecture

User → Agent router → Knowledge + tools → n8n → Human approval → Action

Outcome

Faster operational support without removing human control.

Key features

Agent routingTool callingHuman checkpointsAudit trail