AI Workflow Automation
Move from manual copy-paste work to AI-assisted workflows with clear approval points.
Automate repetitive operations by combining LLM reasoning, business rules, APIs, CRMs, spreadsheets, email, Slack, and workflow tools like n8n or Make.
Best fit for
- Operations teams
- Agencies and service businesses
- Sales and customer-success workflows
- Reporting and document workflows
Deliverables
- Workflow map and automation plan
- LLM classification or decision engine
- API, CRM, email, and database integrations
- Monitoring, logs, and fallback states
Business outcomes
- Less manual admin work
- Faster turnaround on repeat processes
- More consistent decisions and handoffs
How the build works
A practical process designed to lower risk before code gets expensive.
Find the highest-leverage manual workflow
Define rules, exceptions, and approvals
Build and test automation in stages
Deploy with monitoring and handoff docs
Common questions
Can humans approve actions first?
Yes. Sensitive workflows can include review queues, approval buttons, and manual override paths.
Can you use n8n or Make?
Yes. I can use n8n, Make, or custom code depending on reliability, cost, and ownership needs.
Ready to scope this?
Send the workflow, data sources, and target outcome. I’ll help shape it into a realistic fixed-scope build.
Start the conversation