Skip to main content
Kuya ChrisAI Automation

Selected automation work

Practical systems, documented without inflated claims.

A selection of real automation projects and solution architectures. Each case study focuses on the problem, workflow, tools, and demonstrated capability—not invented ROI or performance metrics.

Lead Generation Automation

LinkedIn Opportunity Discovery Engine

Problem

Finding relevant public LinkedIn opportunities and preparing useful engagement required several repetitive review steps.

Solution

A structured workflow discovers public posts, analyzes and qualifies them, removes duplicates, prepares suggested engagement comments, and organizes follow-up information.

Workflow

  1. Discover
  2. Analyze
  3. Qualify
  4. Deduplicate
  5. Notify

Capability outcome

A documented, rate-limit-aware workflow foundation for consistent opportunity review and human-approved engagement.

n8nHTTP APIsGoogle SheetsTelegramStructured JSON

Reporting & Document Automation

Natural Wiring Report Automation

Problem

Turning structured inputs into a consistent report involved AI processing, document creation, and review handoffs.

Solution

A Make.com workflow coordinates structured data extraction, AI-assisted report processing, Google Docs generation, and Telegram-supported human review steps.

Workflow

  1. Extract
  2. Process
  3. Generate
  4. Review
  5. Deliver

Capability outcome

A documented report-generation workflow with human-in-the-loop checkpoints and structured batch handling.

Make.comAI ProcessingGoogle DocsTelegramStructured Data

AI Chatbots

AI Conversation & Qualification Automation

Problem

Business conversations need consistent product or service knowledge, qualification logic, and clear routing without losing human oversight.

Solution

A conversational automation structure combines AI agents, organized business knowledge, qualification rules, routing, and customer interaction workflows.

Workflow

  1. Understand
  2. Answer
  3. Qualify
  4. Route
  5. Escalate

Capability outcome

A reusable architecture for grounded customer conversations and controlled handoff to the appropriate business path.

AI AgentsKnowledge BaseQualification LogicRoutingStructured Data

Project names are generalized where public emphasis on client identity is not appropriate. No revenue, conversion, time-saving, or testimonial claims are presented without approved evidence.

Start with the process

Have a process that needs a clearer workflow?

Start with the process that is slowing your team down. We’ll discuss the current workflow, the tools involved, and where automation may help.

Discuss Your Automation