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AI Automation Case Studies and Real Business Workflows

Examples of practical automation systems built around real business problems.

What each case study shows

Challenge, Solution and Results

Each example shows the problem, what we built and the result we could observe or measure.

Case study 01Custom automation system

Content Intelligence System

The challengeMarket research was spread across alerts, publications, professional networks and manually shared reports. Reviewing everything, removing duplicates and identifying the most useful items was slow and inconsistent.

The solutionAidvex designed a workflow that gathers selected sources, cleans and structures findings, removes duplicates and uses AI to rank the strongest intelligence items before human review.

WorkflowSelected sources → Cleaning and deduplication → AI evaluation → Human review → Weekly brief

Technologyn8n, Google Sheets, Gmail, AI models and validation logic

Human controlThe final shortlist remains reviewable before it is prepared for circulation.

ResultsReduced repetitive research work and created a more focused, consistent intelligence process.

Case study 02Custom automation system

Automated Business Finder

The challengeFinding suitable businesses across selected markets required repeated searches, manual copying and duplicate checks before a useful prospect list could be prepared.

The solutionA structured discovery workflow was created to process search terms, collect business information, check whether a record already exists and add new prospects to an organised lead database.

WorkflowSearch plan → Business discovery → Data preparation → Duplicate check → Lead database

Technologyn8n, browser-assisted collection, APIs and Google Sheets

Human controlSearch priorities and final prospect selection can remain controlled by the business team.

ResultsTurned manual business discovery into a repeatable weekly prospecting pipeline.

Case study 03Custom automation system

Lead Research & Outreach Engine

The challengeLead discovery, prospect research, prioritisation, outreach preparation and follow-up tracking were handled as separate tasks, making the overall process fragmented.

The solutionAidvex connected the stages into one system that structures lead records, gathers useful research, prepares personalised outreach and tracks progression after contact.

WorkflowLead intake → Research → Qualification → Outreach preparation → Follow-up tracking

Technologyn8n, Google Sheets, Gmail, AI models, Node.js and browser automation

Human controlOutreach can remain draft-only until reviewed, while response stages stay visible to the team.

ResultsCreated one structured operating pipeline instead of several disconnected sales activities.

Case study 04Custom automation system

AI Content Production Workflow

The challengeCreating social content involved moving between planning, caption writing, visual generation, video generation, review and publishing preparation with limited visibility across the process.

The solutionA controlled workflow was designed to turn a content request into captions and prompts, generate visual or video assets, store status in a database and route outputs through human approval.

WorkflowContent request → AI planning → Asset generation → Database tracking → Human approval → Publishing preparation

Technologyn8n, AI models, creative tools, Supabase, APIs and approval logic

Human controlThe reviewer decides whether an asset is approved, edited, rejected or held before any publishing step.

ResultsConnected content planning, asset creation and review without removing editorial control.

Built to keep working

A Good Automation Should Keep Working After the Demo

A reliable system needs secure access, clear data, ways to handle errors and simple instructions for the people who will use or maintain it.

Controlled access

Passwords and permissions are handled through the right platform controls instead of being stored in public code.

Clear error handling

If something fails, the system should make the problem visible so it can be fixed quickly.

Documented delivery

The final system can include simple documentation, operating instructions and handover support.

Your process could be next

Bring Us the Workflow That Is Slowing Your Team Down

We will look at the current process, find the best place to automate and explain what a reliable solution would need.

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