All work
AI Automation

NexWerk AI

Founded and built an AI automation venture that designs and implements AI agents and workflow systems for SMEs and industrial businesses.

OutcomeA working AI implementation practice, from client scoping to deployed automation.

Challenge

Industrial and SME teams were tracking maintenance, CRM, and marketing activity across spreadsheets, email, and manual reporting — leading to slow response times and poor visibility into recurring issues.

Approach

Mapped the existing workflow end-to-end, identified the repetitive manual handoffs, and scoped which processes were worth automating first versus which needed a structural fix.

Solution

Designed and implemented AI-assisted workflows connecting existing data sources, with dashboards, alerts, and reporting layered on top — plus privacy-conscious, on-site-capable AI options for businesses that can’t default to the public cloud.

Lessons

Pilots succeed when they target one visible bottleneck first — a broad automation rollout without a clear starting point stalls on internal buy-in, not technology.

Tools
n8nLLM APIsPythonCRM integrationsDashboards & reporting