AI Automation
AI automation that removes the busywork - so your team does the work that matters.
Every team has work that shouldn’t need a human: sorting requests, pulling data into reports, drafting the same replies, moving information between tools. I build custom AI automations that take those repetitive jobs off your team’s plate - reading, classifying, extracting, drafting, and routing - wired into the tools you already use.
What it is
AI automation is workflow automation with a brain. Classic automation moves data when a trigger fires; AI automation can also read a document, understand a request, classify it, extract the important bits, or draft a response - the judgment steps that used to need a person.
This is custom, not a template. I look at where your team actually loses time, then build automation that fits your process and plugs into your stack - with a human kept in the loop wherever a mistake would be costly.
Typical wins: support triage and first-draft replies, invoice and document data extraction, report generation, lead routing and enrichment, and syncing information across systems that don’t talk to each other.
What you get
Built for production, not a demo
Automation that reads and decides
AI handles the judgment steps - classify, extract, summarize, draft - not just moving data from A to B.
Wired into your tools
Connects the systems you already use so information flows without anyone copy-pasting between tabs.
Human oversight where it matters
Approval steps and guardrails on anything high-stakes, so automation speeds you up without going rogue.
Built around your real bottleneck
We start from where your team actually loses hours, not a generic template.
Monitored and reliable
Logging and alerting so you know it’s working - and know immediately if it isn’t.
Measurable time back
The goal is hours returned to your team, tracked against the workflow we automated.
How it works
From first call to production
Find the bottleneck
We map the repetitive workflows eating your team’s time and pick the ones with the best payback.
Build the automation
I build it, wire in your tools, and add AI for the steps that need judgment - tested on your real cases.
Integrate & monitor
It runs inside your stack with logging, alerts, and human approval where it counts.
Handover
Your team gets everything needed to run, tweak, and extend the automation without me.
Proof
Real systems, shipped
Live products I designed and built end to end - the clearest signal I can build yours.
PiperQL
Automates the reporting bottleneck - non-technical teams self-serve database answers in plain English instead of queuing behind an analyst.
NirixAI
Automates learning from content - turns videos and documents into instant summaries, quizzes, and answers, no manual note-taking.
FAQ
Questions clients ask
What can you actually automate for us?
Anything repetitive with a judgment step: support triage and first-draft replies, document and invoice data extraction, report generation, lead routing and enrichment, and syncing data between systems. If your team does it the same way every day, it’s a candidate.
How is this different from Zapier or Make?
Those move data when a trigger fires - great for simple flows. AI automation adds the judgment steps they can’t do: reading a document, understanding a request, classifying it, or drafting a response. I often build on top of tools you already have rather than replacing them.
How much does AI automation cost?
It scales with how many workflows and tools are involved. I scope it on a call and send a fixed quote - we usually start with one high-payback workflow so you see the value before expanding.
Do we have to replace our existing tools?
No. The automation connects to what you already use. The aim is to remove manual steps between your tools, not to rip them out.
How fast will we see a return?
We deliberately start with a workflow that has clear, measurable time savings, so the first automation pays for itself quickly - then we expand from there.
Related
Next Step
Ready to scope this?
Book a 60-minute strategy call. No sales pitch - just honest, actionable direction on your project.
Book a Strategy Call